[{"data":1,"prerenderedAt":856},["ShallowReactive",2],{"categories-init":3,"stack-devin-dev-stack":4,"stack-res-devin-dev-stack":855},true,{"stack_id":5,"slug":6,"name":7,"tagline":8,"long_description":9,"key_features":10,"use_cases":17,"pros":23,"cons":28,"cover_image_url":33,"scores":34,"options":47,"additions":275,"addition_groups":573,"option_groups":589,"multi_select_option_types":590,"tools_by_category":591,"related_stacks":652,"faqs":811,"pricing":827,"system_requirements":33,"experience_level":657,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"published_date":309,"last_updated_date":850,"seo_meta":851},163,"devin-dev-stack","Devin Dev Stack","Devin Desktop and Devin Cloud in one workflow, with Claude by default and other models a click away.","Devin is Cognition's coding product, and since Windsurf became **Devin Desktop** it's one brand across an IDE, a cloud agent, and a CLI. Devin Desktop is a full editor built on VS Code's open-source core, but it opens on the Agent Command Center, a board where local agents running on your machine and cloud agents running on Cognition's machines sit side by side. Devin Local, the agent inside the editor, plans multi-file changes, runs terminal commands, and can split work across subagents.\n\nModels come from Devin's own picker. **Claude** is the default here, with OpenAI's GPT models, Gemini, and Grok in the same picker, and several can be in use at once across different sessions. Cognition's own SWE-2 model sits alongside them, included on paid plans; it's built for Devin and isn't available anywhere else.\n\nWork keeps going away from the desk through **Devin Cloud**, included from the Pro plan: a cloud session runs on Cognition's infrastructure with your machine off and hands back a pull request. Sessions start from the Devin web app, the Agent Command Center, a mention in Slack, Microsoft Teams, Linear, or Jira, or a comment on a GitHub pull request, which makes it easy to hand over a ticket without opening the editor. There's no released mobile app yet: an iOS app is in a waitlist beta, and the web app works in a phone browser.\n\nA separate coding agent is an optional extra: on a paid plan, the Agent Client Protocol (still in preview) lets Claude Code, Codex, or OpenCode run in the same interface as Devin's own agent, billed by their own providers. Devin also has its own pull-request reviewer, Devin Review, so a third-party AI reviewer is optional too. Repositories live on **GitHub** by default or on GitLab for self-hosted source control, and Docker or a CI\u002FCD pipeline are common additions; neither is needed to start.",[11,12,13,14,15,16],"Devin Desktop editor on VS Code's open-source core, with extensions and keybindings carried over","Agent Command Center managing local and cloud agents on one board","Devin Cloud sessions that keep working with your machine off and return pull requests","Cloud sessions started from Slack, Teams, Linear, Jira, GitHub, or the web app","Claude by default, with GPT, Gemini, Grok, and Cognition's SWE-2 in the same picker","Claude Code, Codex, or OpenCode in the same interface through the Agent Client Protocol on paid plans",[18,19,20,21,22],"Handing a Linear or Jira ticket to a cloud session and reviewing the pull request later","Running a local agent on one task while cloud agents work through others","Switching between Claude and a faster model per session inside one editor","Moving from Windsurf or VS Code without losing extensions or keybindings","Trying Devin's local agent on the free tier before adding cloud sessions",[24,25,26,27],"Local and cloud agents managed from one board instead of two separate products","Cloud sessions start from the tools a team already uses, like Slack, Linear, and Jira","Model choice across Claude, GPT, Gemini, Grok, and SWE-2 from one subscription","Built on VS Code's open-source core, so existing extensions and keybindings carry over",[29,30,31,32],"Devin Cloud needs the $20 Pro plan; the free tier is Desktop-only with limited models","No released mobile app for following cloud sessions yet, though the web app works in a phone browser and an iOS app is in beta","Heavy cloud use runs into plan quotas, with on-demand credits beyond them","The Windsurf-to-Devin rebrand means older guides and tutorials use outdated names",null,{"popularity":35,"learning_curve":38,"flexibility":41,"performance":43,"portability":45},{"score":36,"reasoning":37},4,"Windsurf and Devin were each widely known, and the combined Devin brand still trails Cursor and VS Code in daily use.",{"score":39,"reasoning":40},2,"A VS Code-based editor feels familiar at once, but getting the most out of it means learning to delegate through the Agent Command Center and cloud sessions.",{"score":36,"reasoning":42},"Several model providers, local and cloud agents, ACP for third-party agents, and integrations from Slack to Jira, within Cognition's closed product.",{"score":36,"reasoning":44},"Devin Local is quick for in-editor work and cloud sessions move long tasks off the machine, with plan quotas as the practical ceiling.",{"score":36,"reasoning":46},"Projects stay plain files and git history on a VS Code base, so moving to another editor costs little beyond Devin-specific workflows.",{"llm":48,"version_control":196},{"name":49,"tools":50,"descriptions":187,"aliases":192,"see_all":193},"LLM",[51,103,132,163],{"tool_id":52,"name":53,"slug":54,"tooltip_description":55,"logo_url":56,"logo_bg":57,"pricing_model":58,"learning_curve_score":39,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":64,"subcategory":67,"categories":71,"subcategories":74,"flexibility_score":36,"performance_score":62,"portability_score":76,"is_featured":77,"tags":78,"aliases":84,"score_reasonings":95,"published_date":101,"last_updated_date":102},153,"Claude","claude","Anthropic's family of AI models, from fast Haiku to frontier Fable, available through the Claude API, Amazon Bedrock, Google Vertex AI, Microsoft Foundry, and claude.ai, known for long context, tool use, and adaptive thinking.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fclaude.svg","dark",{"slug":59,"display_name":60,"description":61},"usage_based","Usage-Based","Pricing scales with consumption: API calls, data volume, compute time, or similar metered units.",5,"open",{"category_id":65,"name":49,"slug":66},19,"llm",{"subcategory_id":68,"name":69,"slug":70},51,"Proprietary","proprietary",[72],{"category_id":65,"name":49,"slug":66,"is_primary":3,"display_order":73},0,[75],{"subcategory_id":68,"name":69,"slug":70,"category_id":65,"is_primary":3,"display_order":73},3,false,[79],{"tag_id":80,"name":81,"slug":82,"tag_type":83},40,"Web","web","platform",[85,87,89,91,93],{"alias":86,"is_primary":3},"Sonnet",{"alias":88,"is_primary":3},"Opus",{"alias":90,"is_primary":3},"Haiku",{"alias":92,"is_primary":3},"Fable",{"alias":94,"is_primary":3},"Anthropic",{"learning_curve":96,"flexibility":97,"performance":98,"popularity":99,"portability":100},"The Anthropic API follows the standard messages array pattern familiar from other LLM providers. Python and TypeScript SDKs are well-documented. Basic integration takes under an hour.","Supports tool use, vision, extended thinking, prompt caching, batch processing, streaming, and system prompts. No fine-tuning and no image output limits the ceiling. Multi-cloud availability adds operational flexibility.","Claude 4 Opus and Sonnet 4 are at the frontier of reasoning and coding benchmarks as of 2025. Extended thinking mode significantly improves accuracy on hard problems. Competitive with GPT-4o and Gemini Ultra across most evaluation suites.","Claude is one of the two or three most-referenced LLMs in developer communities worldwide. Massive adoption via Claude.ai, API, Bedrock, and Vertex AI. Powers Claude Code, Cursor (optional model), and many third-party AI products.","Anthropic API uses its own message format and tool-calling schema — not OpenAI-compatible. Migrating to\u002Ffrom Claude requires prompt and schema rewrites. Available on Bedrock and Vertex AI reduces infrastructure lock-in but does not eliminate model lock-in.","2026-05-29","2026-10-02",{"tool_id":104,"name":105,"slug":106,"tooltip_description":107,"logo_url":108,"logo_bg":109,"pricing_model":110,"learning_curve_score":39,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":111,"subcategory":112,"categories":113,"subcategories":115,"flexibility_score":76,"performance_score":62,"portability_score":39,"is_featured":77,"tags":117,"aliases":119,"score_reasonings":126,"published_date":101,"last_updated_date":102},155,"OpenAI","openai","OpenAI's API platform for the GPT-6 family (Astra, Sol, Luna), plus real-time voice, image generation, transcription, and embeddings, with built-in tools, structured outputs, and agent-building APIs.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fopenai.svg","white",{"slug":59,"display_name":60,"description":61},{"category_id":65,"name":49,"slug":66},{"subcategory_id":68,"name":69,"slug":70},[114],{"category_id":65,"name":49,"slug":66,"is_primary":3,"display_order":73},[116],{"subcategory_id":68,"name":69,"slug":70,"category_id":65,"is_primary":3,"display_order":73},[118],{"tag_id":80,"name":81,"slug":82,"tag_type":83},[120,122,124],{"alias":121,"is_primary":3},"ChatGPT",{"alias":123,"is_primary":3},"GPT",{"alias":125,"is_primary":3},"Astra",{"performance":127,"popularity":128,"portability":129,"learning_curve":130,"flexibility":131},"Leads or co-leads industry benchmarks across coding (SWE-bench), reasoning (MATH, GPQA), and instruction-following. o3 and GPT-5 are best-in-class for their respective task types as of 2026.","The most-used LLM API in the world by developer count, third-party integrations, and mindshare. ChatGPT's cultural reach directly drives API adoption. Virtually every developer tool, no-code platform, and enterprise software suite lists OpenAI as a primary integration.","Entirely cloud-bound; no self-hosted option. The API is proprietary — migrating to a different provider requires rewriting prompt logic, tool schemas, and API call structure. Azure and Bedrock availability reduces cloud lock-in but not provider lock-in.","The Chat Completions API is one of the most beginner-friendly interfaces in software — a single POST request with a messages array returns a completion. Official SDKs for Python and Node ship with comprehensive docs and hundreds of cookbook examples. The main learning curve is choosing the right model family and managing costs rather than the API mechanics themselves.","OpenAI offers genuine breadth — five model families, fine-tuning (supervised + reinforcement), function calling, structured outputs, and real-time audio. However, all inference is cloud-only and proprietary; you cannot swap the underlying model weights, run locally, or choose your hardware. Compared to open-weight alternatives, customisation stops at fine-tuning.",{"tool_id":133,"name":134,"slug":135,"tooltip_description":136,"logo_url":137,"logo_bg":57,"pricing_model":138,"learning_curve_score":39,"popularity_score":36,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":139,"subcategory":140,"categories":141,"subcategories":143,"flexibility_score":36,"performance_score":62,"portability_score":39,"is_featured":77,"tags":145,"aliases":147,"score_reasonings":156,"published_date":101,"last_updated_date":162},159,"Google Gemini","google-gemini","Google's LLM API with a full model family, from low-cost Flash-Lite to the Gemini 3.1 Pro flagship, with 1M-token context, native multimodal input, a free tier in AI Studio, and enterprise access through Google Cloud.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fgoogle-gemini.svg",{"slug":59,"display_name":60,"description":61},{"category_id":65,"name":49,"slug":66},{"subcategory_id":68,"name":69,"slug":70},[142],{"category_id":65,"name":49,"slug":66,"is_primary":3,"display_order":73},[144],{"subcategory_id":68,"name":69,"slug":70,"category_id":65,"is_primary":3,"display_order":73},[146],{"tag_id":80,"name":81,"slug":82,"tag_type":83},[148,150,152,154],{"alias":149,"is_primary":3},"Gemini Flash",{"alias":151,"is_primary":3},"Gemini Pro",{"alias":153,"is_primary":3},"Flash",{"alias":155,"is_primary":3},"Bard",{"learning_curve":157,"flexibility":158,"performance":159,"popularity":160,"portability":161},"Getting started is exceptionally frictionless — Google AI Studio requires only a Google account, no billing setup. The API follows standard REST conventions with well-maintained Python and JavaScript SDKs. The learning curve is low for basic usage; more advanced features like Vertex AI agent orchestration, grounding configuration, and context caching add moderate complexity.","Broad model selection (Flash-Lite to 3.1 Pro), native multimodal capabilities, function calling, structured output, code execution, and grounding with Search cover a wide range of use cases. Vertex AI adds fine-tuning and custom grounding sources. The main flexibility constraint is that all models are proprietary and cloud-hosted — no self-hosting or weights access.","Gemini 3.1 Pro leads on ARC-AGI-2 (77.1%) and outperforms GPT-5.4 on GPQA Diamond. Gemini 2.5 Flash consistently benchmarks near the top of its price tier. The 1M+ token context window is unmatched for long-document tasks. Competitive with the best frontier models across reasoning, code, and multimodal tasks as of 2026.","750M+ consumer Gemini users by early 2026 and 13M developers reported building with Google's generative models. API request volume hit 85B in January 2026 (142% YoY growth). Strong and accelerating, but OpenAI maintains a larger developer ecosystem and ChatGPT holds ~65% consumer chatbot market share vs Gemini's ~21%.","Deeply tied to Google infrastructure — the API is available only through Google AI Studio or Vertex AI (GCP). No open weights, no self-hosting, no third-party deployment. Moving workloads to another provider requires prompt re-testing and SDK changes. Vertex AI features (grounding, residency controls, agent orchestration) deepen GCP lock-in further.","2026-09-27",{"tool_id":164,"name":165,"slug":166,"tooltip_description":167,"logo_url":168,"logo_bg":109,"pricing_model":169,"learning_curve_score":39,"popularity_score":76,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":170,"subcategory":171,"categories":172,"subcategories":174,"flexibility_score":76,"performance_score":36,"portability_score":39,"is_featured":77,"tags":176,"aliases":178,"score_reasonings":181,"published_date":101,"last_updated_date":162},160,"Grok","grok","SpaceXAI's (formerly xAI) family of large language models, led by Grok 4.7, with real-time X data access, Grok Imagine image and video generation, and voice models, available through its API, grok.com, and X subscriptions.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fgrok.svg",{"slug":59,"display_name":60,"description":61},{"category_id":65,"name":49,"slug":66},{"subcategory_id":68,"name":69,"slug":70},[173],{"category_id":65,"name":49,"slug":66,"is_primary":3,"display_order":73},[175],{"subcategory_id":68,"name":69,"slug":70,"category_id":65,"is_primary":3,"display_order":73},[177],{"tag_id":80,"name":81,"slug":82,"tag_type":83},[179],{"alias":180,"is_primary":3},"xAI",{"learning_curve":182,"flexibility":183,"performance":184,"popularity":185,"portability":186},"The xAI API is OpenAI SDK-compatible — developers who know the OpenAI messages format only need to change the base URL and API key. Documentation is clear and concise.","Strong model range (mini to heavy), reasoning modes, tool use, vision, and image generation. Real-time X data access is a flexible differentiator for many use cases. However, no fine-tuning, no multi-cloud hosting, and per-call tool fees add friction.","Grok 4 and Grok 4 Heavy are competitive at the frontier on reasoning and coding benchmarks. Grok 3 Mini Reasoning (high) punches above its price point. The 2M-token context window on Grok 4.1 Fast is industry-leading. Slightly behind Claude Opus 4 and GPT-4o on some evals as of May 2026.","X platform integration gives Grok massive consumer reach, but the developer API ecosystem is smaller than OpenAI or Anthropic. Growing fast but still behind in GitHub integrations, third-party tooling, and community resources.","Proprietary model accessed exclusively via the xAI API (api.x.ai). Not available on AWS Bedrock, Google Vertex, or Azure. OpenAI SDK compatibility reduces code-level lock-in, but the models themselves cannot be self-hosted or migrated to another provider.",{"claude":188,"openai":189,"google-gemini":190,"grok":191},"Claude is the default model here: a common pick for large multi-file changes and careful reasoning about unfamiliar code, available in Devin's picker on paid plans without a separate Anthropic subscription. Cognition's own SWE-2 sits beside it as the model built specifically for Devin.","OpenAI's GPT models are in the same picker, useful for a second opinion when one model gets stuck, or for teams already standardized on OpenAI. They're covered by Devin's plan quotas, with on-demand credits beyond them, so there's no separate OpenAI account to manage.","Gemini's Flash models are a fast, lower-cost pick for everyday edits and quick agent loops, stretching Devin's plan quotas further than the premium models, and their long context window suits repository-wide questions in Devin Desktop or a cloud session.","Grok models, from SpaceXAI (formerly xAI), round out the picker, another fast option for routine work when you want to compare results across providers. Like the other frontier models, they're available on Devin's paid plans and draw on the same quota.",{},{"kind":194,"slug":66,"name":49,"href":195},"category","\u002Ftools\u002Fcategories\u002Fllm",{"name":197,"tools":198,"descriptions":268,"aliases":271,"see_all":272},"Version Control",[199,241],{"tool_id":200,"name":201,"slug":202,"tooltip_description":203,"logo_url":204,"logo_bg":109,"pricing_model":205,"learning_curve_score":76,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":209,"subcategory":213,"categories":216,"subcategories":218,"flexibility_score":36,"performance_score":76,"portability_score":39,"is_featured":77,"tags":220,"aliases":232,"score_reasonings":235,"published_date":101,"last_updated_date":162},151,"GitHub","github","The largest Git hosting platform, where well over 100 million developers collaborate, review code, and manage projects through pull requests, issues, and a large integration ecosystem.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fgithub.svg",{"slug":206,"display_name":207,"description":208},"freemium","Freemium","A free tier is available; additional features, usage limits, or managed hosting require a paid plan.",{"category_id":210,"name":211,"slug":212},8,"Development Tools","development-tools",{"subcategory_id":214,"name":197,"slug":215},50,"version-control",[217],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[219],{"subcategory_id":214,"name":197,"slug":215,"category_id":210,"is_primary":3,"display_order":73},[221,226,231],{"tag_id":222,"name":223,"slug":224,"tag_type":225},36,"CI\u002FCD","ci-cd","use_case",{"tag_id":227,"name":228,"slug":229,"tag_type":230},13,"Free Tier","free-tier","feature",{"tag_id":80,"name":81,"slug":82,"tag_type":83},[233],{"alias":234,"is_primary":3},"GH",{"learning_curve":236,"flexibility":237,"performance":238,"popularity":239,"portability":240},"GitHub's UI is intuitive, but mastering Git concepts (rebasing, merge conflicts, branching strategies) and collaborative pull request workflows takes meaningful time — rated moderate difficulty.","Highly customisable branch protection, review policies, webhooks, and an extensive API\u002Fapp ecosystem. Some advanced governance features are gated behind paid tiers.","Generally reliable with 99.9% SLA for Enterprise, but the platform experienced capacity-related reliability incidents in 2025–2026 driven by AI agent traffic, pulling uptime below target.","Dominant market leader with ~70% SCM market share, 180M+ registered developers, 92% adoption among Fortune 100 companies. Effectively the industry default.","High vendor lock-in: GitHub Actions workflows, Projects, Packages, and Advanced Security are proprietary. Migrating a Git repo is easy; migrating the full workflow is not.",{"tool_id":242,"name":243,"slug":244,"tooltip_description":245,"logo_url":246,"logo_bg":109,"pricing_model":247,"learning_curve_score":39,"popularity_score":36,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":248,"subcategory":249,"categories":250,"subcategories":252,"flexibility_score":62,"performance_score":76,"portability_score":62,"is_featured":77,"tags":254,"aliases":261,"score_reasonings":262,"published_date":101,"last_updated_date":162},152,"GitLab","gitlab","An open-source, all-in-one DevSecOps platform offering Git hosting, code review, issue tracking, and built-in CI\u002FCD — available as a SaaS service or fully self-hosted.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fgitlab.svg",{"slug":206,"display_name":207,"description":208},{"category_id":210,"name":211,"slug":212},{"subcategory_id":214,"name":197,"slug":215},[251],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[253],{"subcategory_id":214,"name":197,"slug":215,"category_id":210,"is_primary":3,"display_order":73},[255,256,260],{"tag_id":227,"name":228,"slug":229,"tag_type":230},{"tag_id":257,"name":258,"slug":259,"tag_type":230},12,"Self-hostable","self-hostable",{"tag_id":80,"name":81,"slug":82,"tag_type":83},[],{"learning_curve":263,"flexibility":264,"performance":265,"popularity":266,"portability":267},"Feature breadth is GitLab's biggest onboarding challenge — new users face pipelines, boards, security dashboards, and compliance tools all at once. Rated steep.","Highly flexible: customisable CI\u002FCD pipelines, branch protection, merge request approvals, REST\u002FGraphQL APIs, and full self-hosting. One of the most configurable platforms in its class.","Cloud performance is solid but not best-in-class; complex pipelines and large self-hosted deployments can lag. Rated average for its category.","16% SCM market share — firmly the second-largest platform globally, Gartner Magic Quadrant leader for DevOps, but well behind GitHub's ~70% dominance.","Open-source MIT licence with fully self-hostable CE and FOSS mirror. No vendor lock-in — highest portability score in its category.",{"github":269,"gitlab":270},"GitHub is the default here: the largest pull-request ecosystem, and Devin can open pull requests, respond to review comments on them, and start a cloud session from a comment on an open pull request.","GitLab works with Devin Cloud too, and bundles source control, merge requests, and CI\u002FCD in one self-hostable platform for teams whose code has to stay on their own infrastructure.",{},{"kind":273,"slug":215,"name":197,"href":274},"subcategory","\u002Ftools\u002Fcategories\u002Fdevelopment-tools\u002Fversion-control",{"coding_agent":276,"code_review":371,"ci_cd":456,"containerization":533},{"name":277,"tools":278,"descriptions":363,"aliases":367,"preface":368,"see_all":369},"Coding Agent",[279,310,335],{"tool_id":280,"name":281,"slug":282,"tooltip_description":283,"logo_url":56,"logo_bg":57,"pricing_model":284,"learning_curve_score":76,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":288,"subcategory":289,"categories":293,"subcategories":295,"flexibility_score":62,"performance_score":36,"portability_score":36,"is_featured":77,"tags":297,"aliases":301,"score_reasonings":303,"published_date":101,"last_updated_date":309},16,"Claude Code","claude-code","Claude Code is Anthropic's agentic coding tool that runs in your terminal and IDEs, reads your entire codebase, edits files, runs commands, and handles git workflows through natural language. It supports multi-agent orchestration, MCP integrations, and custom automation via CLAUDE.md and hooks.",{"slug":285,"display_name":286,"description":287},"paid","Paid","No meaningful free tier — a subscription or one-time purchase is required to use the tool.",{"category_id":210,"name":211,"slug":212},{"subcategory_id":290,"name":291,"slug":292},49,"AI Coding Agents","ai-coding-agents",[294],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[296],{"subcategory_id":290,"name":291,"slug":292,"category_id":210,"is_primary":3,"display_order":73},[298],{"tag_id":280,"name":299,"slug":300,"tag_type":230},"AI-powered","ai-powered",[302],{"alias":94,"is_primary":77},{"learning_curve":304,"performance":305,"flexibility":306,"portability":307,"popularity":308},"Agentic CLI workflow is new for most developers; hooks, context, and permissions take time.","Lightweight terminal CLI; very responsive with no significant overhead beyond API latency.","Hooks, custom slash commands, MCP servers, and the Agent SDK provide deep extensibility.","CLI tool with standard terminal workflow; hooks and commands are reasonably portable.","The most widely discussed AI coding agent as of 2025\u002F2026; very high developer mindshare.","2026-09-30",{"tool_id":311,"name":312,"slug":313,"tooltip_description":314,"logo_url":315,"logo_bg":57,"pricing_model":316,"learning_curve_score":76,"popularity_score":36,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":317,"subcategory":318,"categories":319,"subcategories":321,"flexibility_score":76,"performance_score":62,"portability_score":39,"is_featured":77,"tags":323,"aliases":326,"score_reasonings":329,"published_date":101,"last_updated_date":309},150,"Codex","codex","OpenAI's AI coding agent that builds features, fixes bugs, reviews code, and runs tests, either in cloud sandboxes or locally, through ChatGPT, an open-source CLI, a desktop app, and IDE extensions.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fcodex.svg",{"slug":206,"display_name":207,"description":208},{"category_id":210,"name":211,"slug":212},{"subcategory_id":290,"name":291,"slug":292},[320],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[322],{"subcategory_id":290,"name":291,"slug":292,"category_id":210,"is_primary":3,"display_order":73},[324,325],{"tag_id":227,"name":228,"slug":229,"tag_type":230},{"tag_id":80,"name":81,"slug":82,"tag_type":83},[327,328],{"alias":121,"is_primary":77},{"alias":125,"is_primary":77},{"learning_curve":330,"flexibility":331,"performance":332,"popularity":333,"portability":334},"Basic task creation via natural language is straightforward, but designing effective multi-step agent workflows, debugging sandbox failures, and managing parallel task coordination requires real practice. Score 3.","Cloud-first architecture limits self-hosting; task environments can be customised via setup scripts and env vars, but core agent behaviour is proprietary and not deeply configurable. Score 3.","Powered by codex-1 (o3-based), which leads SWE-bench and real-world coding benchmarks. Parallel execution eliminates sequential bottlenecks. Best-in-class for agentic coding tasks as of 2026. Score 5.","67K GitHub stars on the open-source Codex CLI within its first year; reported 2M+ weekly active users across ChatGPT plans. Strong enterprise adoption but newer than incumbents like Cursor. Score 4.","Task execution is entirely cloud-bound on OpenAI infrastructure. Generated code and PR diffs are portable, but the agent itself cannot be self-hosted or migrated to another provider. Score 2.",{"tool_id":336,"name":337,"slug":338,"tooltip_description":339,"logo_url":340,"logo_bg":109,"pricing_model":341,"learning_curve_score":76,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":342,"subcategory":343,"categories":344,"subcategories":346,"flexibility_score":62,"performance_score":36,"portability_score":62,"is_featured":77,"tags":348,"aliases":355,"score_reasonings":356,"published_date":162,"last_updated_date":362},192,"OpenCode","opencode","Open-source, model-agnostic AI coding agent for the terminal, desktop, and IDE, built by Anomaly. Connects to 75+ providers or your existing Copilot or ChatGPT subscription, with no lock-in to one model vendor.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fopencode.svg",{"slug":206,"display_name":207,"description":208},{"category_id":210,"name":211,"slug":212},{"subcategory_id":290,"name":291,"slug":292},[345],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[347],{"subcategory_id":290,"name":291,"slug":292,"category_id":210,"is_primary":3,"display_order":73},[349,353,354],{"tag_id":350,"name":351,"slug":352,"tag_type":230},11,"Open Source","open-source",{"tag_id":227,"name":228,"slug":229,"tag_type":230},{"tag_id":280,"name":299,"slug":300,"tag_type":230},[],{"learning_curve":357,"flexibility":358,"performance":359,"popularity":360,"portability":361},"Getting a first session running is a quick `npm install` plus an API key, but making full use of Build\u002FPlan modes, MCP\u002FLSP integration, and choosing among 75+ providers involves more configuration surface than a single-model vendor tool.","Bring-your-own-model architecture, custom tools and plugins, configurable permissions\u002Fkeybinds\u002Fformatters, and MCP\u002FLSP support give it wide-open extensibility with essentially no imposed workflow.","Output quality tracks whichever underlying model is configured rather than a fixed baseline — with a strong model (e.g. Claude or GPT) selected, it performs competitively with leading vendor agents, but there's no single benchmark number the way there is for a single-model product.","Roughly 198K GitHub stars and 900+ contributors as of mid-2026, reported 7.5M+ monthly users — the most-starred project in the open-source AI coding agent space, ahead of every other independent (non-vendor) entrant.","MIT-licensed, installable via npm\u002FHomebrew\u002FDocker, no code stored on OpenCode's servers, and not tied to any single model provider — among the least locked-in options in the subcategory.","2026-10-12",{"claude-code":364,"codex":365,"opencode":366},"Add Claude Code when you want Anthropic's agent working alongside Devin's own. On a paid Devin plan it runs in Devin Desktop's interface through the Agent Client Protocol, uses Claude models only, and bills through its own Claude plan, from Pro at $20 a month.","Add Codex when you want OpenAI's agent on a task inside Devin Desktop. On a paid Devin plan it connects through the same Agent Client Protocol, uses OpenAI's models by default, and bills through a ChatGPT plan you may already have, with a free tier and Plus at $20 a month.","Add OpenCode when you want an open-source agent in Devin Desktop that takes almost any provider's model. On a paid Devin plan it connects through the Agent Client Protocol, usually with your own API key and per-token billing from that provider, which can be cheaper with open-weight models.",{},"Add a separate coding agent when you want another vendor's agent working alongside the one built into the editor, either through its own extension or in the integrated terminal.",{"kind":273,"slug":292,"name":291,"href":370},"\u002Ftools\u002Fcategories\u002Fdevelopment-tools\u002Fai-coding-agents",{"name":372,"tools":373,"descriptions":450,"aliases":454,"preface":455,"see_all":33},"Code Review",[374,402,427],{"tool_id":375,"name":376,"slug":377,"tooltip_description":378,"logo_url":379,"logo_bg":57,"pricing_model":380,"learning_curve_score":381,"popularity_score":36,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":382,"subcategory":383,"categories":387,"subcategories":389,"flexibility_score":36,"performance_score":76,"portability_score":76,"is_featured":77,"tags":391,"aliases":395,"score_reasonings":396,"published_date":162,"last_updated_date":33},284,"CodeRabbit","coderabbit","AI code reviewer that comments on every pull request in GitHub, GitLab, Bitbucket, and Azure DevOps, combining language-model review with more than 40 static analyzers. The same reviews also run in IDE extensions and a CLI.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fcoderabbit.svg",{"slug":206,"display_name":207,"description":208},1,{"category_id":210,"name":211,"slug":212},{"subcategory_id":384,"name":385,"slug":386},73,"AI Code Review","ai-code-review",[388],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[390],{"subcategory_id":384,"name":385,"slug":386,"category_id":210,"is_primary":3,"display_order":73},[392,393,394],{"tag_id":227,"name":228,"slug":229,"tag_type":230},{"tag_id":280,"name":299,"slug":300,"tag_type":230},{"tag_id":80,"name":81,"slug":82,"tag_type":83},[],{"flexibility":397,"learning_curve":398,"performance":399,"popularity":400,"portability":401},"Path-specific instructions, learnings from PR replies, custom pre-merge checks, and four Git hosts plus IDE and CLI surfaces give teams a lot of control over what gets reviewed and how. The underlying models are chosen by CodeRabbit, not the user.","Setup is installing a Git app and picking repositories; the first review arrives on the next pull request with no configuration. The YAML config and path instructions are optional refinements.","Reviews arrive within minutes and PR summaries are widely praised, but independent bug-catch benchmarks put its detection rate well behind Greptile and some other reviewers, and noisy comments are a common complaint.","The most-installed AI app on the GitHub Marketplace, with over two million connected repositories, more than 17,000 customers, and a $1.5B valuation. Well known among developers who work with pull requests, though AI code review is still a young category many developers have not adopted.","Works across GitHub, GitLab, Bitbucket, and Azure DevOps and sits outside the codebase, so switching reviewers is an app uninstall. It is a hosted SaaS, and learnings and configuration do not carry over to other tools.",{"tool_id":403,"name":404,"slug":405,"tooltip_description":406,"logo_url":407,"logo_bg":57,"pricing_model":408,"learning_curve_score":39,"popularity_score":76,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":409,"subcategory":410,"categories":411,"subcategories":413,"flexibility_score":36,"performance_score":36,"portability_score":36,"is_featured":77,"tags":415,"aliases":420,"score_reasonings":421,"published_date":162,"last_updated_date":33},285,"Greptile","greptile","AI code reviewer that indexes the whole repository into a code graph and uses it to review pull requests, catching bugs that span several files. Supports GitHub, GitLab, and Bitbucket, with self-hosting on Enterprise.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fgreptile.png",{"slug":206,"display_name":207,"description":208},{"category_id":210,"name":211,"slug":212},{"subcategory_id":384,"name":385,"slug":386},[412],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[414],{"subcategory_id":384,"name":385,"slug":386,"category_id":210,"is_primary":3,"display_order":73},[416,417,418,419],{"tag_id":257,"name":258,"slug":259,"tag_type":230},{"tag_id":227,"name":228,"slug":229,"tag_type":230},{"tag_id":280,"name":299,"slug":300,"tag_type":230},{"tag_id":80,"name":81,"slug":82,"tag_type":83},[],{"learning_curve":422,"flexibility":423,"performance":424,"popularity":425,"portability":426},"Connecting a Git host and indexing a repository is quick, but getting the most out of it means writing custom rules and understanding the credit model and when a TREX review is worth three credits.","Plain-language custom rules, a choice of standard or execution-backed reviews, an API, and on Enterprise a bring-your-own-model option give teams real control over how reviews run.","Independent comparisons put its raw bug-catch rate at the top of the mainstream AI reviewers, driven by the codebase graph, and TREX adds execution evidence that static reading cannot produce.","Well regarded among teams evaluating AI code review, with more than 2,000 customers and Benchmark backing, but far less widely known than CodeRabbit and largely unknown to developers outside that decision.","Supports GitHub, GitLab, and Bitbucket in the cloud and can be self-hosted or run air-gapped with a team's own models on Enterprise, which few rivals offer. Azure DevOps is the notable gap.",{"tool_id":428,"name":429,"slug":430,"tooltip_description":431,"logo_url":432,"logo_bg":57,"pricing_model":433,"learning_curve_score":381,"popularity_score":76,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":434,"subcategory":435,"categories":436,"subcategories":438,"flexibility_score":76,"performance_score":36,"portability_score":39,"is_featured":77,"tags":440,"aliases":443,"score_reasonings":444,"published_date":162,"last_updated_date":33},286,"Cursor Bugbot","cursor-bugbot","Cursor's AI pull request reviewer, which runs as a GitHub or GitLab app and flags logic bugs, edge cases, and security issues on each PR. It works on any repository, whether or not the code was written in Cursor.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fcursor-bugbot.svg",{"slug":59,"display_name":60,"description":61},{"category_id":210,"name":211,"slug":212},{"subcategory_id":384,"name":385,"slug":386},[437],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[439],{"subcategory_id":384,"name":385,"slug":386,"category_id":210,"is_primary":3,"display_order":73},[441,442],{"tag_id":280,"name":299,"slug":300,"tag_type":230},{"tag_id":80,"name":81,"slug":82,"tag_type":83},[],{"learning_curve":445,"flexibility":446,"performance":447,"popularity":448,"portability":449},"Enabling it is a toggle in the Cursor dashboard plus a Git app install, and it reviews the next pull request with no rules written. BUGBOT.md files are optional context.","Nested BUGBOT.md rules, team rules, and effort levels let teams steer what it looks for, but the models and review style are Cursor's choice and it only covers GitHub and GitLab.","Reviews run automatically on each update and got about three times faster in a mid-2026 update; Cursor reports developers resolving around 80% of flagged bugs by merge, with the high effort setting finding more on complex changes.","The Cursor name is widely known and Bugbot reviews more than two million pull requests a month, but the reviewer itself is known mainly to Cursor users and teams comparing AI code review tools.","Works on any repository on GitHub or GitLab, but setup and billing are tied to a Cursor account, rules live in Cursor-specific BUGBOT.md files, and Autofix depends on Cursor's cloud agents.",{"coderabbit":451,"greptile":452,"cursor-bugbot":453},"Add CodeRabbit when you want an AI reviewer on every pull request: it installs as a GitHub or GitLab app, summarizes the diff, and leaves line-level comments before anyone merges, with a free tier for open-source repos.","Add Greptile when you want review that reads the whole repository rather than just the diff: it indexes the codebase so its GitHub and GitLab pull request comments carry wider context, and self-hosting is available on its Enterprise plan.","Add Cursor Bugbot when a bug-focused reviewer is enough: it reviews GitHub or GitLab pull requests whatever wrote the code, though it bills through a Cursor account and plan rather than its own subscription.",{},"Add code review when you want an AI reading every pull request before it merges: it comments on the diff so bugs, security issues, and inconsistencies surface before a human has to catch them.",{"name":223,"tools":457,"descriptions":526,"aliases":529,"preface":530,"see_all":531},[458,499],{"tool_id":459,"name":460,"slug":461,"tooltip_description":462,"logo_url":463,"logo_bg":109,"pricing_model":464,"learning_curve_score":76,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":465,"subcategory":468,"categories":472,"subcategories":474,"flexibility_score":62,"performance_score":36,"portability_score":36,"is_featured":77,"tags":476,"aliases":490,"score_reasonings":493,"published_date":101,"last_updated_date":162},164,"GitHub Actions","github-actions","GitHub's integrated CI\u002FCD platform that automates build, test, and deployment workflows using YAML-based configurations. Runs on GitHub-hosted or self-hosted runners with a rich marketplace of pre-built integrations.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fgithub-actions.svg",{"slug":206,"display_name":207,"description":208},{"category_id":257,"name":466,"slug":467},"DevOps & CI\u002FCD","devops-cicd",{"subcategory_id":469,"name":470,"slug":471},34,"CI\u002FCD Pipelines","cicd-pipelines",[473],{"category_id":257,"name":466,"slug":467,"is_primary":3,"display_order":73},[475],{"subcategory_id":469,"name":470,"slug":471,"category_id":257,"is_primary":3,"display_order":73},[477,478,479,480,481,485],{"tag_id":227,"name":228,"slug":229,"tag_type":230},{"tag_id":257,"name":258,"slug":259,"tag_type":230},{"tag_id":80,"name":81,"slug":82,"tag_type":83},{"tag_id":222,"name":223,"slug":224,"tag_type":225},{"tag_id":482,"name":483,"slug":484,"tag_type":230},24,"Docker Compatible","docker-compatible",{"tag_id":486,"name":487,"slug":488,"tag_type":489},45,"Declarative","declarative","paradigm",[491],{"alias":492,"is_primary":3},"GHA",{"flexibility":494,"learning_curve":495,"performance":496,"popularity":497,"portability":498},"Self-hosted runner support across any OS or cloud, custom labels, matrix builds, Kubernetes scaling via Actions Runner Controller, and a marketplace of thousands of community-built actions give teams virtually unlimited configuration options for any workflow or environment.","Basic single-job workflows are accessible to any developer comfortable with YAML, and GitHub's documentation lowers the barrier further. However, advanced patterns — composite actions, reusable workflows, OIDC-based cloud auth, and conditional matrix strategies — involve non-obvious syntax and a complex permission model that requires meaningful time to master.","The platform handles massive scale reliably, but GitHub-hosted runner performance can vary between runs, making consistent benchmarking difficult. Teams running on self-hosted or larger hosted runners achieve stable, high throughput; the managed offering trades predictable latency for zero infrastructure overhead.","GitHub Actions is the dominant CI\u002FCD platform with tens of millions of repositories using it, thousands of marketplace actions, and widespread enterprise adoption. It is cited as the most-used CI\u002FCD solution in multiple developer surveys.","Self-hosted runners can run on any cloud or on-premises infrastructure, and the YAML workflow model is readable and auditable. The main constraint is tight coupling to GitHub events and APIs — moving workflows to another CI\u002FCD platform requires meaningful rewriting rather than a simple lift-and-shift.",{"tool_id":500,"name":501,"slug":502,"tooltip_description":503,"logo_url":246,"logo_bg":109,"pricing_model":504,"learning_curve_score":76,"popularity_score":36,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":505,"subcategory":506,"categories":507,"subcategories":509,"flexibility_score":62,"performance_score":76,"portability_score":76,"is_featured":77,"tags":511,"aliases":519,"score_reasonings":520,"published_date":101,"last_updated_date":362},165,"GitLab CI\u002FCD","gitlab-cicd","GitLab's built-in CI\u002FCD system configured through .gitlab-ci.yml files stored in your repository. Supports both GitLab-hosted and self-hosted runners for flexible pipeline execution across diverse environments.",{"slug":206,"display_name":207,"description":208},{"category_id":257,"name":466,"slug":467},{"subcategory_id":469,"name":470,"slug":471},[508],{"category_id":257,"name":466,"slug":467,"is_primary":3,"display_order":73},[510],{"subcategory_id":469,"name":470,"slug":471,"category_id":257,"is_primary":3,"display_order":73},[512,513,514,515,516,517,518],{"tag_id":227,"name":228,"slug":229,"tag_type":230},{"tag_id":257,"name":258,"slug":259,"tag_type":230},{"tag_id":80,"name":81,"slug":82,"tag_type":83},{"tag_id":222,"name":223,"slug":224,"tag_type":225},{"tag_id":350,"name":351,"slug":352,"tag_type":230},{"tag_id":482,"name":483,"slug":484,"tag_type":230},{"tag_id":486,"name":487,"slug":488,"tag_type":489},[],{"learning_curve":521,"flexibility":522,"performance":523,"popularity":524,"portability":525},"The core .gitlab-ci.yml syntax is approachable for developers with YAML and Linux fundamentals, and GitLab's documentation is thorough. However, the platform's breadth — runner executors, pipeline inheritance, CI\u002FCD Catalog, merge trains, and security scanning configuration — creates a long tail of advanced concepts that teams discover gradually over months.","Multiple runner executor types (Docker, Kubernetes, Shell, machine), unlimited self-hosted runner capacity, parent-child pipelines, reusable CI\u002FCD Components, and the ability to self-host the entire platform give teams complete control over their pipeline environment and infrastructure.","Pipeline performance depends heavily on runner configuration and caching strategy. Shared GitLab-hosted runners can experience queue delays during peak periods, and Docker+machine executors add startup overhead. Teams running optimized self-hosted Kubernetes runners with effective caching achieve significantly faster pipelines, but the default shared experience is average for the CI\u002FCD category.","GitLab CI\u002FCD is used by over 100,000 organizations and is particularly strong among enterprises and security-conscious DevOps teams. It consistently ranks among the top CI\u002FCD platforms in developer surveys, though GitHub Actions has overtaken it in raw adoption volume — especially among open-source and smaller team segments.","GitLab CE is fully open source and self-hostable on any infrastructure, which is a strong portability advantage. However, .gitlab-ci.yml pipelines are tightly coupled to GitLab's API and runner ecosystem — migrating pipeline definitions to another CI\u002FCD system (GitHub Actions, CircleCI, etc.) requires substantial rewriting rather than a simple port.",{"github-actions":527,"gitlab-cicd":528},"Add GitHub Actions when Devin's cloud sessions open pull requests on their own and every one should be tested automatically before you review it.","Add GitLab CI\u002FCD for the same automatic checks when the repository lives on GitLab, with pipelines that can run on your own runners.",{},"Add CI\u002FCD when you want a dedicated pipeline for running tests, linting, or multi-stage builds before a deploy goes out. Many hosting platforms already redeploy automatically on every push on their own — a CI\u002FCD tool adds the most value on top of that by gating the deploy on a passing test suite, and matters even more when the hosting choice does not auto-deploy at all, such as a self-hosted server.",{"kind":273,"slug":471,"name":470,"href":532},"\u002Ftools\u002Fcategories\u002Fdevops-cicd\u002Fcicd-pipelines",{"name":534,"tools":535,"descriptions":567,"aliases":569,"preface":570,"see_all":571},"Containerization",[536],{"tool_id":537,"name":538,"slug":539,"tooltip_description":540,"logo_url":541,"logo_bg":57,"pricing_model":542,"learning_curve_score":36,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":543,"subcategory":544,"categories":547,"subcategories":549,"flexibility_score":62,"performance_score":36,"portability_score":62,"is_featured":3,"tags":551,"aliases":560,"score_reasonings":561,"published_date":101,"last_updated_date":162},72,"Docker","docker","Container platform for packaging applications and their dependencies into portable images that run the same on a laptop, in CI, and in production, with Docker Desktop, Compose, and Docker Hub.","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fdocker.svg",{"slug":206,"display_name":207,"description":208},{"category_id":257,"name":466,"slug":467},{"subcategory_id":545,"name":534,"slug":546},33,"containerization",[548],{"category_id":257,"name":466,"slug":467,"is_primary":3,"display_order":73},[550],{"subcategory_id":545,"name":534,"slug":546,"category_id":257,"is_primary":3,"display_order":73},[552,553,554,555,556],{"tag_id":350,"name":351,"slug":352,"tag_type":230},{"tag_id":257,"name":258,"slug":259,"tag_type":230},{"tag_id":482,"name":483,"slug":484,"tag_type":230},{"tag_id":222,"name":223,"slug":224,"tag_type":225},{"tag_id":557,"name":558,"slug":559,"tag_type":83},43,"Cross-platform","cross-platform",[],{"learning_curve":562,"performance":563,"portability":564,"flexibility":565,"popularity":566},"Container images, networking, volumes, and multi-stage builds all need deliberate learning.","Container overhead is minimal; near-native performance for most workloads.","Open standard; containers built with Docker run on any container-compatible platform.","Any runtime, any architecture; multi-stage builds and Compose profiles support complex systems.","The standard for containerization; present in virtually every modern software project.",{"docker":568},"Add Docker when the project needs the same environment on a laptop, in Devin's cloud sessions, and in production, so an agent's passing tests mean the same thing everywhere.",{},"Add containerization when you want the app packaged the same way across local development, staging, and production, or need to deploy somewhere that isn't a managed serverless platform.",{"kind":273,"slug":546,"name":534,"href":572},"\u002Ftools\u002Fcategories\u002Fdevops-cicd\u002Fcontainerization",[574,582],{"slug":575,"name":576,"description":577,"icon_url":578,"addition_types":579},"developer_workflow","Developer workflow","Where the agent runs, how you reach it, and the tools you work in alongside it.","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Faddition-groups\u002Fdeveloper_workflow.svg",[580,581],"coding_agent","code_review",{"slug":583,"name":584,"description":585,"icon_url":586,"addition_types":587},"build_deploy","Build and deploy","Testing, packaging, and shipping your code on every change.","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Faddition-groups\u002Fbuild_deploy.svg",[588,546],"ci_cd",{},[66],{"Development Tools":592,"LLM":634},[593,619],{"tool_id":594,"name":595,"slug":596,"tooltip_description":597,"logo_url":598,"logo_bg":109,"pricing_model":599,"learning_curve_score":39,"popularity_score":76,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":600,"subcategory":601,"categories":605,"subcategories":607,"flexibility_score":36,"performance_score":36,"portability_score":76,"is_featured":77,"tags":609,"aliases":612,"score_reasonings":613,"published_date":101,"last_updated_date":309},61,"Devin (formerly Windsurf)","devin","AI-native IDE by Cognition, formerly Windsurf by Codeium. 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Cursor.",{"tool_id":200,"name":201,"slug":202,"tooltip_description":203,"logo_url":204,"logo_bg":109,"pricing_model":620,"learning_curve_score":76,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":621,"subcategory":622,"categories":623,"subcategories":625,"flexibility_score":36,"performance_score":76,"portability_score":39,"is_featured":77,"tags":627,"aliases":631,"score_reasonings":633,"published_date":101,"last_updated_date":162},{"slug":206,"display_name":207,"description":208},{"category_id":210,"name":211,"slug":212},{"subcategory_id":214,"name":197,"slug":215},[624],{"category_id":210,"name":211,"slug":212,"is_primary":3,"display_order":73},[626],{"subcategory_id":214,"name":197,"slug":215,"category_id":210,"is_primary":3,"display_order":73},[628,629,630],{"tag_id":222,"name":223,"slug":224,"tag_type":225},{"tag_id":227,"name":228,"slug":229,"tag_type":230},{"tag_id":80,"name":81,"slug":82,"tag_type":83},[632],{"alias":234,"is_primary":3},{"learning_curve":236,"flexibility":237,"performance":238,"popularity":239,"portability":240},[635],{"tool_id":52,"name":53,"slug":54,"tooltip_description":55,"logo_url":56,"logo_bg":57,"pricing_model":636,"learning_curve_score":39,"popularity_score":62,"hosting_assignment_type":33,"hosting_provider_restriction":63,"hosting_target_restriction":63,"hosting_compatible_tool_ids":33,"parent_tool_id":33,"category":637,"subcategory":638,"categories":639,"subcategories":641,"flexibility_score":36,"performance_score":62,"portability_score":76,"is_featured":77,"tags":643,"aliases":645,"score_reasonings":651,"published_date":101,"last_updated_date":102},{"slug":59,"display_name":60,"description":61},{"category_id":65,"name":49,"slug":66},{"subcategory_id":68,"name":69,"slug":70},[640],{"category_id":65,"name":49,"slug":66,"is_primary":3,"display_order":73},[642],{"subcategory_id":68,"name":69,"slug":70,"category_id":65,"is_primary":3,"display_order":73},[644],{"tag_id":80,"name":81,"slug":82,"tag_type":83},[646,647,648,649,650],{"alias":86,"is_primary":3},{"alias":88,"is_primary":3},{"alias":90,"is_primary":3},{"alias":92,"is_primary":3},{"alias":94,"is_primary":3},{"learning_curve":96,"flexibility":97,"performance":98,"popularity":99,"portability":100},[653,668,677,691,706,720,734,748,760,773,782,795],{"stack_id":164,"slug":654,"name":655,"tagline":656,"experience_level":657,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":62,"score_learning_curve":381,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":660},"cursor-dev-stack","Cursor Dev Stack","Cursor as editor and coding agent in one, with Grok by default and Claude, GPT, or Gemini a click away.","beginner","developer","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fstack-types\u002Fdeveloper.svg",[661,666,667],{"tool_id":662,"slug":663,"name":664,"logo_url":665,"logo_bg":109},18,"cursor","Cursor","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fcursor.svg",{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":164,"slug":166,"name":165,"logo_url":168,"logo_bg":109},{"stack_id":500,"slug":669,"name":670,"tagline":671,"experience_level":672,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":36,"score_learning_curve":76,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":673},"claude-code-dev-stack","Claude Code Dev Stack","Claude Code in the terminal, desktop app, or web, paired with Claude and the add-ons to run it 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device.",[683,688,689,690],{"tool_id":684,"slug":685,"name":686,"logo_url":687,"logo_bg":109},278,"paseo","Paseo","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fpaseo.svg",{"tool_id":280,"slug":282,"name":281,"logo_url":56,"logo_bg":57},{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":52,"slug":54,"name":53,"logo_url":56,"logo_bg":57},{"stack_id":692,"slug":693,"name":694,"tagline":695,"experience_level":696,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":76,"score_learning_curve":39,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":697},230,"t3-code-dev-stack","T3 Code Dev Stack","One open-source app for Claude Code, Codex, OpenCode, and other coding agents, on desktop and mobile.","intermediate",[698,703,704,705],{"tool_id":699,"slug":700,"name":701,"logo_url":702,"logo_bg":57},276,"t3-code","T3 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model.",[712,717,718,719],{"tool_id":713,"slug":714,"name":715,"logo_url":716,"logo_bg":109},255,"orca","Orca","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Forca.png",{"tool_id":280,"slug":282,"name":281,"logo_url":56,"logo_bg":57},{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":52,"slug":54,"name":53,"logo_url":56,"logo_bg":57},{"stack_id":721,"slug":722,"name":723,"tagline":724,"experience_level":696,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":76,"score_learning_curve":39,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":725},229,"conductor-dev-stack","Conductor Dev Stack","Run Claude Code, Codex, and Cursor's agent in parallel on your Mac with Conductor, each in its own workspace.",[726,731,732,733],{"tool_id":727,"slug":728,"name":729,"logo_url":730,"logo_bg":109},277,"conductor","Conductor","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fconductor.png",{"tool_id":280,"slug":282,"name":281,"logo_url":56,"logo_bg":57},{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":52,"slug":54,"name":53,"logo_url":56,"logo_bg":57},{"stack_id":735,"slug":736,"name":737,"tagline":738,"experience_level":672,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":76,"score_learning_curve":76,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":739},228,"herdr-dev-stack","Herdr Dev Stack","Keep Claude Code, Codex, and other coding agents running in Herdr sessions you can reattach from any machine.",[740,745,746,747],{"tool_id":741,"slug":742,"name":743,"logo_url":744,"logo_bg":109},252,"herdr","Herdr","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fherdr.svg",{"tool_id":280,"slug":282,"name":281,"logo_url":56,"logo_bg":57},{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":52,"slug":54,"name":53,"logo_url":56,"logo_bg":57},{"stack_id":741,"slug":749,"name":750,"tagline":751,"experience_level":657,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":76,"score_learning_curve":39,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":752},"kiro-dev-stack","Kiro Dev Stack","AWS's spec-driven IDE, planning features before the agent codes, on Claude, GPT, or open-weight models.",[753,758,759],{"tool_id":754,"slug":755,"name":756,"logo_url":757,"logo_bg":57},64,"kiro","Kiro","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fkiro.svg",{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":52,"slug":54,"name":53,"logo_url":56,"logo_bg":57},{"stack_id":761,"slug":762,"name":763,"tagline":764,"experience_level":657,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":76,"score_learning_curve":39,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":765},253,"zed-dev-stack","Zed Dev Stack","A fast Rust editor with its own agent, and room to add Claude Code, Codex, or others.",[766,771,772],{"tool_id":767,"slug":768,"name":769,"logo_url":770,"logo_bg":109},59,"zed","Zed","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fzed.png",{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":52,"slug":54,"name":53,"logo_url":56,"logo_bg":57},{"stack_id":774,"slug":775,"name":776,"tagline":777,"experience_level":672,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":36,"score_learning_curve":39,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":778},168,"codex-dev-stack","Codex Dev Stack","OpenAI Codex on your desktop, in your terminal, or in the cloud, steerable from your phone.",[779,780,781],{"tool_id":311,"slug":313,"name":312,"logo_url":315,"logo_bg":57},{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":104,"slug":106,"name":105,"logo_url":108,"logo_bg":109},{"stack_id":783,"slug":784,"name":785,"tagline":786,"experience_level":657,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":76,"score_learning_curve":39,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":787},167,"antigravity-dev-stack","Antigravity Dev Stack","Google Antigravity runs parallel agents and an editor in one app, with Gemini by default and Claude a click away.",[788,793,794],{"tool_id":789,"slug":790,"name":791,"logo_url":792,"logo_bg":57},63,"antigravity","Google Antigravity","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fantigravity.png",{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},{"tool_id":133,"slug":135,"name":134,"logo_url":137,"logo_bg":57},{"stack_id":796,"slug":797,"name":798,"tagline":799,"experience_level":657,"project_type":33,"stack_type_slug":658,"stack_type_icon_url":659,"score_popularity":62,"score_learning_curve":381,"catalog_display_order":33,"published_date":33,"last_updated_date":33,"core_tool_previews":800},166,"vs-code-ai-dev-stack","VS Code AI Dev Stack","VS Code stays your editor; the AI extension and version control underneath are both your choice.",[801,805,810],{"tool_id":65,"slug":802,"name":803,"logo_url":804,"logo_bg":57},"vs-code","Visual Studio Code","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fvs-code.svg",{"tool_id":806,"slug":807,"name":808,"logo_url":809,"logo_bg":109},194,"github-copilot","GitHub Copilot","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fgithub-copilot.svg",{"tool_id":200,"slug":202,"name":201,"logo_url":204,"logo_bg":109},[812,815,818,821,824],{"question":813,"answer":814},"Can Devin keep working when my computer is off?","Yes, with Devin Cloud, included from the $20 Pro plan. A cloud session runs on Cognition's own infrastructure with your machine off and hands back a pull request. You can start one from the Devin web app, the Agent Command Center in Devin Desktop, by mentioning Devin in Slack, Microsoft Teams, Linear, or Jira, or by commenting on a GitHub pull request. Local sessions in Devin Desktop stop when your computer sleeps. There's no released mobile app yet (an iOS app is in a waitlist beta), so checking in from a phone means the web app in a browser or a Slack thread.",{"question":816,"answer":817},"Which models can Devin use, and what is SWE-2?","Devin's picker covers Claude, OpenAI's GPT models, Gemini, Grok, and a few open-weight models, with full availability on paid plans; the free tier offers a limited set. SWE-2 is Cognition's own coding model, built for Devin and only available inside it. Claude is this stack's default, but models are chosen per session, so mixing them is normal.",{"question":819,"answer":820},"How is this different from using Cursor?","Both are VS Code-based editors with their own agent, a multi-provider model picker, cloud agents, and Tab completions. Devin opens on the Agent Command Center, a board that lists local and cloud sessions together, and its cloud sessions start from Jira and Microsoft Teams as well as Slack, Linear, and GitHub. [Cursor](\u002Fstacks\u002Fcursor-dev-stack) has a native iOS app for following its cloud agents, while Devin's own iOS app is still in a waitlist beta. Pick Devin to hand tickets from a tracker to cloud sessions and watch all your agents on one board; pick [Cursor](\u002Ftools\u002Fcursor) if a native phone app for cloud agents matters.",{"question":822,"answer":823},"What does heavy use cost?","Everything Devin does draws on one quota: Devin Desktop, the CLI, and cloud sessions share it. Pro has a daily and a weekly allowance; Max has a larger weekly one with no daily cap. Each model uses the quota at its own token price, so a lighter model such as Gemini Flash goes further than a frontier one on routine edits. Past the allowance, on-demand credits bill at API rates, and purchased credits don't expire. On Pro, Max, or Teams you can link an eligible ChatGPT plan so GPT usage bills there instead of Devin's quota. An agent added through the Agent Client Protocol bills separately with its own provider. The Pricing section has the plan figures.",{"question":825,"answer":826},"Can I use Claude Code or Codex inside Devin?","Yes, on a paid plan. Devin Desktop runs third-party agents through the Agent Client Protocol, which is still in preview, so Claude Code, Codex, and OpenCode can sit in the same interface as Devin's own agent. Each one uses its own provider's models rather than Devin's picker: Claude Code runs Claude, Codex defaults to OpenAI's models, and OpenCode takes almost any provider with your own key. Billing and terms are directly with that agent's provider, and Devin's subscription only covers its own agents and models.",{"summary":828,"starting_cost_label":829,"has_free_tier":3,"line_items":830},"Devin's subscription is the main cost: the free tier covers Devin Desktop with light quotas and limited models, Pro at $20\u002Fmonth adds Devin Cloud and the full model picker, and Max at $200\u002Fmonth raises quotas for heavy use. Teams has an $80\u002Fmonth minimum, with full seats at $40 each. A separate agent like Claude Code or Codex needs its own plan. GitHub and GitLab are free for individual developers, and Docker and CI\u002FCD have free tiers.","Free to start",[831,835,839,842,846],{"label":832,"cost":833,"note":834},"Devin subscription","Free–$200\u002Fmo","Free covers Desktop only; Pro $20\u002Fmo adds Devin Cloud and all models; Max $200\u002Fmo; Teams $80\u002Fmo minimum with $40 per full seat.",{"label":836,"cost":837,"note":838},"Version control (GitHub or GitLab)","Free–$29\u002Fmo","Free tier covers individual devs; GitHub Team is $4 per user per month, GitLab Premium is $29 per user per month.",{"label":840,"cost":833,"note":841},"Separate coding agent (optional)","Claude Code starts at $20\u002Fmo (no free tier); Codex has a free tier, Plus $20\u002Fmo; OpenCode is free and bills per token.",{"label":843,"cost":844,"note":845},"Docker (optional)","Free–$11\u002Fmo","Docker Personal is free; Docker Pro is $11\u002Fmo for individual professionals.",{"label":847,"cost":848,"note":849},"CI\u002FCD (optional)","Free tier available","GitHub Actions and GitLab CI\u002FCD both include free monthly minutes before paid tiers kick in.","2026-10-16",{"title":852,"description":853,"og_image":33,"canonical":854},"Devin Dev Stack: Tools, Pricing & How to Deploy | Tekyous","Devin Desktop and Devin Cloud in one workflow, with Claude by default and other models a cli… Compare Devin Dev Stack tools, pricing & how to deploy on Tekyous.","https:\u002F\u002Ftekyous.dev\u002Fstacks\u002Fdevin-dev-stack",[],1792744027654]