Autofix Bot – Hybrid static analysis and AI code review agent
Hi there, HN! We’re Jai and Sanket from DeepSource (YC W20), and today we’re launching Autofix Bot, a hybrid static analysis + AI agent purpose-built for in-the-loop use with AI coding agents. AI coding agents have made code generation nearly free, and they’ve shifted the bottleneck to code review. Static-only analysis with a fixed set of checkers isn’t enough. LLM-only review has several limitations: non-deterministic across runs, low recall on security issues, expensive at scale, and a tendency to get ‘distracted’. We spent the last 6 years building a deterministic, static-analysis-only…
Autofix Bot – Hybrid static analysis and AI code review agent launched on December 11, 2025 with 37 votes, #475 of 11,628 launches that month and more than 90% of that year's launches.
In plain words
Autofix Bot is a code review tool that combines static analysis with AI agents to review code generated by AI coding agents. It addresses limitations of pure AI review—such as inconsistent results, missed security issues, and high costs—by using deterministic static analysis alongside AI reasoning. The tool is designed to work directly with AI coding agents, serving developers who need reliable automated code review.
written from the facts on this page · September 2026
From the sources
AI coding agents ship code fast. They're not great at catching their own mistakes. Asking an LLM to review LLM output doesn't help. Autofix Bot is a state-of-the-art code review agent that works alongside your AI tools. It combines static analysis with AI to find security vulnerabilities, code quality issues, and hardcoded secrets — then generates verified patches to fix them. Works standalone via terminal, or integrates with Claude Code, Codex, and any MCP-compatible tool.
Your team is writing more code with AI. DeepSource automates code reviews so you ship to production faster — catching security issues, improving code quality, and helping your team write better code. 14-day free trial.
In the maker’s words, at launch
Hi there, HN! We’re Jai and Sanket from DeepSource (YC W20), and today we’re launching Autofix Bot, a hybrid static analysis + AI agent purpose-built for in-the-loop use with AI coding agents. AI coding agents have made code generation nearly free, and they’ve shifted the bottleneck to code review. Static-only…
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