Cognix Dev

Cognix Version 0.2.7 Released. Added additional detection capabilities. Minor bug fixes. cognix-dev.github.io/cognix/

Proven execution accuracy. AI CLI with validation gates. www.producthunt.com/products/cog...

Claude code, codex, aider. Is there no longer any demand for command-line interface coding AI agents like this? Do you prefer web-based ones? I'd like to hear your opinions.

AI writes plausible-looking code. But it fills in assumptions about how that code will be called — and when those assumptions are wrong, the code breaks. Benchmarked Claude Code, Aider, and Cognix on the same LLM. The difference wasn't the model. It was the validation layer. dev.to/cognix-dev/a...

Check out Cognix on OpenHunts openhunts.com/projects/cog...

Cognix v0.2.5 released. Benchmark vs Claude Code & Aider (3 runs, same LLM): - Exec: 100% (= Claude Code, > Aider 87.5%) - Lint: 0.00 (best in class) - claude-opus-4.6 support added Report on Zenn/Dev.to soon. pipx install cognix cognix-dev.github.io/cognix/ #Claude #Aider #Benchmark

AI CLI benchmarks focus on speed, never "code quality." Users want code that runs. So I measured it. Cognix vs Aider vs Claude Code vs Cursor CLI Same LLM, same tasks, same env Metrics: run success, dep resolution, lint, scope, time Results on Zenn/Dev.to cognix-dev.github.io/cognix/

"Change one line" → AI rewrites the entire file. Cognix stops this with two layers: 1. Prompt-level scope enforcement 2. Diff Sanitizer strips out-of-scope changes Scope creep becomes physically impossible. pipx install cognix cognix-dev.github.io/cognix/

Cognix v0.2.0 release Not speed. QUALITY. Not flash. RIGOR. cognix-dev.github.io/cognix/ cognix-dev.github.io/cognix/ja.html pipx install cognix #AIcoding #DevTools #CLI #OpenSource #BuildInPublic #IndieDev #AI

Deeply inspired by Patil et al. (2025) and the concept of "Grounded Synthesis." I am implementing a "Layer-by-layer stacking" workflow for autonomous agents. While this does not guarantee absolute accuracy, it functions as a safety rail for a much more controlled and reliable execution.

I think it resembles the dawn of the automotive industry. First came speed races, like Ferrari. Fast cars were valued above all. But next came passenger cars. Safe, controllable vehicles became the true value. Isn't it passenger-car-like AI and LLM that will spark societal demand?