LucidShark - Quality pipeline for AI coding agents
Hi HN, I built LucidShark: a local-first, open-source CLI tool that acts as a quality & security pipeline. It can be used to increase the confidence in AI-generated (or AI-assisted) code. - Config lives as code in version-controlled lucidshark.yml - 100% local; no cloud, no SaaS - Runs 10 quality domains automatically: linting, formatting, type checking, SAST/security scanning, SCA/dependency checks, IaC validation, container scanning, unit tests, coverage thresholds, code duplication, etc. - Produces a QUALITY.md dashboard with health scores (e.g. 9.1/10), trends, and issue…
LucidShark - Quality pipeline for AI coding agents launched on March 18, 2026 with 9 votes, #1,237 of 23,380 launches that month and more than 75% of that year's launches.
What it does
Unified code quality and security scanner for AI-assisted development. Local-first, open source tool with Claude Code integration. Linting, type checking, security scanning, and more.
Linting, security, type checking, tests, and more. One command. Linting, formatting, type checking, SAST, SCA, IaC validation, container scanning, tests, coverage, and duplication analysis - all unified in a single command. Runs entirely on your machine. Zero cloud services, no SaaS subscriptions, no data collection. Your code never leaves your computer. Built for agentic engineering. Native Model Context Protocol integration lets AI agents receive structured feedback and fix issues automatically - write code, scan, fix, repeat. Quality standards in lucidshark.yml, version controlled with your project for team-wide consistency. Same tool, same rules everywhere. Consistent results locally…from lucidshark.com
In the maker’s words, at launch
Hi HN, I built LucidShark: a local-first, open-source CLI tool that acts as a quality & security pipeline. It can be used to increase the confidence in AI-generated (or AI-assisted) code. - Config lives as code in version-controlled lucidshark.yml - 100% local; no cloud, no SaaS - Runs 10 quality domains…
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QUALITY.md – open format/specification, agent skill, and CLIJul 2026 · getquality.md · ▲29Hello all, I created QUALITY.md to help build a holistic quality evaluation process for my projects. Turns out it's also ideal for loop engineering. I'm hoping this provides a valuable contribution to the conversation around quality and craft and having AI help us in the effort. I hope to shift the mindset from a reactive/review/repair mindset to a proactive care mindset. Give it a go. I look forward to your thoughts/comments/feedback! Website: https://getquality.md GitHub: https://github.com/qualitymd/quality.md
Open-source CLI coding framework using Claude2024 · github.com · ▲84AI powered cli coding agent that monitors your dev/test server and fixes errors and adds features - vysakh0/dravid
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We built an AI to review your pull requests2025 · infinitcode.ai · ▲53Hey HN, We’re two developers (co-founders) with a team of 20 who got tired of spending hours reviewing PRs, so we built Infinitcode.ai, an AI-powered code reviewer that: - *Summarizes PRs in plain English*: No more deciphering 1,000-line diff jungles - *Catches more than bugs*: Security holes, performance pitfalls, code smells, even typos (yes, we’ll flag “vurnerabilities” and vulnerabilities) - *Zero onboarding*: Works instantly—no “let me learn your codebase for weeks” nonsense. Why we’re posting: We’re in alpha and need brutal honesty. Roast our tool, mock our UI, or tell us why AI will…
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