# AI for Developers: Get Answers From Your Own Codebase URL: https://codebasechat.com/lp/ai-for-developers Type: landing Locale: en Published: 2026-11-11 Updated: 2026-11-11 --- > Most AI for developers writes new code. Codebasechat answers questions about your existing repos, with the file and the line, so changes land right the first time. *For engineering teams of 5 to 50* ## AI for Developers Who Read More Than They Write Most AI for developers writes new code. Codebasechat answers questions about the code you already have, with the file and the line. ## Adoption is high. Trust is not. - **84%** — of respondents use or plan to use AI tools in development (Stack Overflow 2025) - **51%** — of professional developers use AI tools every day (Stack Overflow 2025) - **46%** — say they distrust the accuracy of AI tools, against 33% who trust it (Stack Overflow 2025) ## What developers actually need from AI Six questions that eat hours in every team, and that a code generator cannot answer. ### Find where X lives Ask where billing retries or session expiry are implemented. Get the file and line instead of a grep session across forty folders. ### Learn the local conventions See how errors, logging and config are handled in the service you are editing, so new code follows the pattern already in place. ### Follow calls across repos Trace a function through a monorepo or six separate repos before you change its signature and break a caller you never saw. ### Ramp new hires faster A junior can ask the repo the questions they hesitate to ask a teammate, and get answers that match your code, not generic docs. ### Docs that stay current Architecture notes regenerated on each push, so the map of how a service is wired is never three quarters old. ### Context for reviewers A summary of what a pull request touches and which call sites it affects, so review time goes where the risk is. ## From connected repo to confident change 1. **Connect your repos** — Point codebasechat at your Git provider with read-only access. On the self-hosted plan, code never leaves your infrastructure. 2. **Ask in plain English** — Where is auth wired? Which module owns invoices? You get the file, the line and the reasoning, in VS Code or JetBrains. 3. **Take the answer into your tool** — Paste the helper name or convention into Cursor, Copilot or Aider. Your generator now works from your code instead of a guess. 4. **Review with the full picture** — Open the pull request and read the affected call sites first. Spend human attention where the change can break something. *Architecture* ## Understand a service before you touch it Every team has a service that one person understands. When that person is out, a two-line change takes a day, because nobody knows what depends on it. Ask codebasechat how the service is wired and which parts call it. You get an answer grounded in the repo, with links to the files. It will not write the change for you. It makes sure the change you write is the right one. - Answers point to the actual file and line, not a stale wiki page - Works on a repo you did not write and have not read yet - Shows dependencies across packages and repositories *Onboarding* ## Shorten the first two weeks of a new engineer The slow part of onboarding is not setup, it is the hundred small questions about how things work here. Each one interrupts a senior engineer for ten minutes. Give newcomers a place to ask the repo directly. Seniors keep their focus, and the new hire builds a mental model from real answers instead of a stale document. - Questions answered without pinging a teammate - Answers cite the source so juniors learn where to look next - Measure it: days to first merged pull request *Code review* ## Review large diffs without reading blind A 40-file diff is where review quality drops, because every line looks reasonable on its own. Codebasechat summarizes what a change touches and which parts of the codebase it depends on. A reviewer unfamiliar with the area knows where to look first. It narrows where human review has to happen. It does not replace it, and the merge decision stays with you. - Surfaces call sites a change affects, even across repos - Flags code that has had no recent owner - Keeps the human decision on the merge ## Code generators write. Codebasechat explains. | Job | Codebasechat | Typical AI code generator | |---|---|---| | Writes new code from a prompt | No | Yes | | Answers where X is implemented, with file and line | Yes | Partial, depends on open files | | Reasoning across several repos | Yes, on Pro | Varies by tool and plan | | Summarizes what a pull request affects | Yes | Rarely | | Architecture docs refreshed on each push | Yes | No | | Self-hosted or VPC option | Yes, on Team | Varies by tool | ## Pricing ### Free — $0 - 1 repo indexed - 50 questions per month - IDE extension for VS Code and JetBrains - Community support ### Pro — $24/mo per seat - Unlimited repos, multi-repo reasoning - Unlimited questions - Auto-generated architecture docs - PR context for reviewers - Slack integration - Priority support ### Team — Custom - Self-hosted or VPC deployment - SSO and audit logs - Dedicated onboarding - SLA-backed support ## Common questions ### What does AI for developers actually cover? It covers three jobs: writing code (Copilot, Cursor, Aider), reviewing code, and understanding code that already exists. Most teams adopt the first one and stall on the third. Codebasechat is built for the third job: answering where something is implemented, how it is wired, and what a change touches. ### Is AI for developers worth it for a team of 5 to 50? Usually yes, if you pick the job before the tool. Writing tools help individuals immediately. Understanding tools help most when people join, switch services, or review unfamiliar code, which is where small teams lose the most hours. Measure time to first merged pull request for new hires, not a feeling of speed. ### Does codebasechat write code for me? No. It answers questions about your existing repos with the file, the line and the reasoning. You then take that answer into the editor or the generator you already use. That is deliberate: a tool that explains your code and a tool that writes new code fail in different ways, so we keep them separate. ### Can I trust AI answers about my own code? Trust the ones that point at a file and a line, and check them. In the Stack Overflow 2025 Developer Survey, 46% of developers said they distrust the accuracy of AI tools. Codebasechat cites the source location for every answer so you can open it and verify in seconds. ### Does my code leave my infrastructure? On the Free and Pro plans, codebasechat connects to your Git provider with read-only access. On the Team plan, you can run it self-hosted or inside your VPC, so code stays on your side. Check this with your security team before connecting anything, whichever tool you pick. ### Which editors and Git providers work? The extension runs in VS Code and JetBrains. Repos connect through your Git provider with read-only access. If your setup is unusual, start with one repo on the free plan and see whether the answers hold up on your real code. ### How is it different from asking a chatbot about my code? A general chatbot only sees what you paste in. Codebasechat indexes your repos, so it answers across files and services, and it refreshes on each push. The difference shows up on questions like which module owns sessions, or who calls this function across six repos. ### What does it cost? Free covers one repo and 50 questions a month. Pro is $24 per seat per month for unlimited repos and questions, with a 14-day trial. Team is custom, for 50+ engineers or regulated environments that need self-hosting, SSO and audit logs. ## Ask your codebase its first question Connect one repo on the free plan. If the answers do not hold up on your real code, you will know in an afternoon. *Call to action: Start free* ## FAQ ### What does AI for developers actually cover? It covers three jobs: writing code (Copilot, Cursor, Aider), reviewing code, and understanding code that already exists. Most teams adopt the first one and stall on the third. Codebasechat is built for the third job: answering where something is implemented, how it is wired, and what a change touches. ### Is AI for developers worth it for a team of 5 to 50? Usually yes, if you pick the job before the tool. Writing tools help individuals immediately. Understanding tools help most when people join, switch services, or review unfamiliar code, which is where small teams lose the most hours. Measure time to first merged pull request for new hires, not a feeling of speed. ### Does codebasechat write code for me? No. It answers questions about your existing repos with the file, the line and the reasoning. You then take that answer into the editor or the generator you already use. That is deliberate: a tool that explains your code and a tool that writes new code fail in different ways, so we keep them separate. ### Can I trust AI answers about my own code? Trust the ones that point at a file and a line, and check them. In the Stack Overflow 2025 Developer Survey, 46% of developers said they distrust the accuracy of AI tools. Codebasechat cites the source location for every answer so you can open it and verify in seconds. ### Does my code leave my infrastructure? On the Free and Pro plans, codebasechat connects to your Git provider with read-only access. On the Team plan, you can run it self-hosted or inside your VPC, so code stays on your side. Check this with your security team before connecting anything, whichever tool you pick. ### Which editors and Git providers work? The extension runs in VS Code and JetBrains. Repos connect through your Git provider with read-only access. If your setup is unusual, start with one repo on the free plan and see whether the answers hold up on your real code. ### How is it different from asking a chatbot about my code? A general chatbot only sees what you paste in. Codebasechat indexes your repos, so it answers across files and services, and it refreshes on each push. The difference shows up on questions like which module owns sessions, or who calls this function across six repos. ### What does it cost? Free covers one repo and 50 questions a month. Pro is $24 per seat per month for unlimited repos and questions, with a 14-day trial. Team is custom, for 50+ engineers or regulated environments that need self-hosting, SSO and audit logs.