Releases·Tool Release
How to Build an AI Agent That Audits Your Codebase from Scratch
A Medium post describes building an AI agent that audits codebases, detailing its architecture. It matters to practitioners implementing agents on existing repositories.
0 engagement1 sourceFri, Sep 25, 2026, 04:11 AM
AI Overview
- Builds the agent on a SQLite dependency graph, a claim queue, and one isolated git workspace per run.
- Uses an agent that shells out to a CLI instead of calling an SDK.
Entities
Related
Products·building
AI code auditor that only finds bugs, does not fix them
A constrained AI system designed solely to audit code for bugs, without attempting to fix them. It uses a custom architecture to force the LLM into a pure auditing role, tested on GitHub repos like Monica and Economizer, finding all known critical errors and some previously missed ones. Aimed at side project developers needing thorough code review.
A constrained AI system designed solely to audit code for bugs, without attempting to fix them. It uses a custom architecture to force the LLM into a pure auditing role, tested on GitHub repos like Monica and Economizer, finding all known critical errors and some previously missed ones. Aimed at side project developers needing thorough code review.
3 engagement1 sourceredditSun, Jul 12, 2026, 11:39 PM
Products·building
Autonomous git-maintenance agent that reviews PRs and ships fixes
Limpiador is an autonomous agent that maintains git repositories by taking plain-English tasks, investigating, planning, editing, verifying, and reporting. It uses OpenAI function calling to drive real git, GitHub API, filesystem, test runner, and AST-level code views, solving the problem of tedious repo maintenance for developers.
Limpiador is an autonomous agent that maintains git repositories by taking plain-English tasks, investigating, planning, editing, verifying, and reporting. It uses OpenAI function calling to drive real git, GitHub API, filesystem, test runner, and AST-level code views, solving the problem of tedious repo maintenance for developers.
6 engagement1 sourceredditFri, Jul 31, 2026, 01:46 PM
Products·launched
Pactrail: Rust coding agent with immutable audit trail
Pactrail is a Rust-based coding agent that works on a candidate copy of your repository, recording every context build, model turn, tool call, policy decision, and verification result into a hash-linked trace. It produces an immutable diff and integrity-checked receipt before touching your actual repo, solving the trust and auditability problem for developers using AI coding agents.
Pactrail is a Rust-based coding agent that works on a candidate copy of your repository, recording every context build, model turn, tool call, policy decision, and verification result into a hash-linked trace. It produces an immutable diff and integrity-checked receipt before touching your actual repo, solving the trust and auditability problem for developers using AI coding agents.
1 engagement1 sourceredditThu, Jul 16, 2026, 04:08 PM
Releases·Tool Release
Repowise: open-source codebase intelligence layer for developers and coding agents
Repowise is an open-source tool that indexes repositories to provide dependency graphs, git history, documentation, architectural decisions, and code-health signals. It exposes this context via a local dashboard, CLI, and MCP tools for Claude Code, Codex, and other agents, helping developers understand codebases before making changes.
Repowise is an open-source tool that indexes repositories to provide dependency graphs, git history, documentation, architectural decisions, and code-health signals. It exposes this context via a local dashboard, CLI, and MCP tools for Claude Code, Codex, and other agents, helping developers understand codebases before making changes.
20 engagement2 sourcesredditSun, Jul 19, 2026, 01:40 PM
Products·launched
Project Surface: generates .project/surface. codebase map for AI coding agents
A tool that scans a codebase and produces a stable artifact (.project/surface.) mapping contracts, capabilities, and test freshness. It gives LLM coding agents like Claude Code or Cursor instant orientation so they work faster and avoid token-expensive infinite loops. Aimed at developers building with AI agents.
A tool that scans a codebase and produces a stable artifact (.project/surface.) mapping contracts, capabilities, and test freshness. It gives LLM coding agents like Claude Code or Cursor instant orientation so they work faster and avoid token-expensive infinite loops. Aimed at developers building with AI agents.
3 engagement1 sourceredditSun, Sep 20, 2026, 08:17 AM