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Shichiroh Shigehleft a comment
Hi PH! I'm Shinichiro, solo developer of Cognix. I built this because I kept hitting the same wall: AI-generated code that looks right but doesn't run. After the 10th debugging session on AI output, I decided to build a tool where validation is the core — not an afterthought. Cognix runs 8 quality gates on every generation: scope control, formal correctness proofs, AST structural checks,...
CognixProven execution accuracy. AI CLI with validation gates.
Most AI coding tools promise speed. Cognix promises code that runs.
8 validation layers catch errors before you execute:
- Scope control — strips out-of-scope changes mechanically
- Formal proof — forces correctness proofs before execution
- AST structural integrity check
- Runtime validation — runs imports, reverts on failure
- + 4 more layers
Benchmarked vs Claude Code and Aider. 100% execution accuracy.
Open source (Apache 2.0) · No IDE dependency · No telemetry
pipx install cognix
CognixProven execution accuracy. AI CLI with validation gates.
Never lose your AI context again. Cognix provides persistent sessions, multi-AI support (Claude, GPT), and long-term memory. Auto-save every interaction, resume work exactly where you left off, automate coding workflows. Free & OSS.
CognixAI development partner with persistent memory and sessions
Shichiroh Shigehleft a comment
Traditional AI tools forget your context the moment you close the tab. As developers, we constantly lose our train of thought, project context, and progress. I built Cognix to solve this fundamental problem. Not to compete with existing AI tools, but to fix what they all share: fragile sessions. What makes Cognix different: - Auto-saves every interaction - conversations survive crashes,...
CognixAI development partner with persistent memory and sessions