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Show HN: BlueMouse – AI Code Generator with 17-Layer Validation

https://github.com/peijun1700/bluemouse
1•bluemouse_ai•1h ago
Hi HN,

I built BlueMouse after watching too many junior devs (and myself) blindly accept AI-generated code that looked good but was fundamentally broken. *The Problem:* - AI hallucinates architecture - Developers become "code monkeys" copying without understanding - Production bugs from unchecked AI suggestions *My Solution:* BlueMouse acts as an "automatic architect" that: 1. Asks Socratic questions BEFORE generating code 2. Runs 17-layer validation (security, types, logic, etc.) 3. Forces you to think about architecture, not just syntax *Tech Stack:* - Python-based MCP server - Knowledge base with 8 modules (115+ keywords) - Integrates with Claude, Gemini, etc. *Why it's different:* Most tools validate AFTER generation. BlueMouse prevents bad code from being generated in the first place by constraining the AI's "probability space" using FSM (Finite State Machine) logic. *Current Status:* - Open source on GitHub - Listed on Smithery & Glama MCP directories - Zero infrastructure cost (parasitic architecture) *Looking for:* - Feedback from experienced devs - Ideas for enterprise use cases - Potential collaborators Demo: https://bluemouse.app GitHub: https://github.com/peijun1700/bluemouse Happy to answer questions!

Honda Has a New Retro Logo for Its EVs

https://www.motor1.com/news/703685/honda-new-ev-logo/
1•jumpocelot•37s ago•0 comments

Claude Code is the ChatGPT moment repeated and awful news for software stocks

https://sherwood.news/markets/how-claude-code-is-the-chatgpt-moment-repeated-and-why-thats-awful-...
1•nadis•55s ago•0 comments

South Carolina's Freeway for Bikes (It Makes Millions) [video]

https://www.youtube.com/watch?v=NxGYs8kHxw4
1•dwa3592•2m ago•0 comments

Supercomputing on Nitro in AWS Cloud with Scalable Reliable Datagram (SRD)

https://ieeexplore.ieee.org/document/9167399
1•fanf2•3m ago•0 comments

NASA launches Pandora, taking JWST's search for habitable worlds to a new level

https://theconversation.com/nasas-pandora-telescope-will-study-stars-in-detail-to-learn-about-the...
2•Brajeshwar•3m ago•0 comments

Urban Greenery Is Making Some Cities Hotter, Study Finds

https://e360.yale.edu/digest/urban-greenery-heat
2•Brajeshwar•3m ago•0 comments

The most underappreciated achievement in theoretical physics

https://bigthink.com/starts-with-a-bang/most-underappreciated-achievement-theoretical-physics/
1•Brajeshwar•3m ago•0 comments

Optimizing ClickHouse with Schemas and Codecs (2022)

https://clickhouse.com/blog/optimize-clickhouse-codecs-compression-schema
1•tosh•5m ago•0 comments

From Human Ergonomics to Agent Ergonomics

https://wesmckinney.com/blog/agent-ergonomics/
1•wesm•5m ago•0 comments

How to Search Releases by Security Findings Using ReARM [video]

https://www.youtube.com/watch?v=cAmqgIu6ICM
1•taleodor•7m ago•0 comments

Sony to spin off TV business, form joint venture with China's Tcl

https://asia.nikkei.com/business/electronics/sony-to-spin-off-tv-business-form-joint-venture-with...
1•Markoff•7m ago•0 comments

Automatic uptime checks from my phone

https://www.jeantinland.com/blog/automatic-uptime-checks-from-my-phone/
1•jetin•8m ago•0 comments

AI Isn't the Problem: Why Most AI Adoption Fails at Work [video]

https://www.youtube.com/watch?v=Q3KgONTL_s4
1•vitlyoshin•9m ago•1 comments

Show HN: A CLI tool that stores Claude Code chats in your Git repo

https://github.com/Legit-Control/monorepo/tree/main/examples/legit-code
2•jannesblobel•9m ago•0 comments

Show HN: www.kitty.cards – Make your own Apple Wallet cards

https://www.kitty.cards
1•xenodium•10m ago•0 comments

Show HN: I built an open source alternative to bloated workout apps

https://github.com/house-of-giants/opentrainer
1•morgothmagi•10m ago•0 comments

Agent Skills – Open Trusted Catalog of AI Agent Skills: Claude,OpenAI,Vercel,GH

https://github.com/dmgrok/agent_skills_directory
1•DavidGraca•11m ago•1 comments

US residents say wood-pellet plant harming their town

https://www.theguardian.com/us-news/2025/dec/17/mississippi-wood-pellet-industry-energy
1•PaulHoule•12m ago•0 comments

Show HN: Klyve - A local-first Software Factory (Automated SDLC) for solo devs

1•mlinside•13m ago•0 comments

First commercial space station, Haven-1, is now undergoing assembly for launch

https://arstechnica.com/space/2026/01/the-first-commercial-space-station-haven-1-is-now-undergoin...
3•rbanffy•13m ago•0 comments

Bellissimi Data Graphics

https://www.chartography.net/p/bellissimi-data-graphics
1•speckx•13m ago•0 comments

It's Sundowning in America

https://paulkrugman.substack.com/p/its-sundowning-in-america
10•rbanffy•15m ago•1 comments

Strong correlations and superconductivity in the supermoiré lattice

https://www.nature.com/articles/s41567-025-03131-0
1•WaitWaitWha•15m ago•0 comments

Netflix Amends Warner Bros. Deal to All Cash in Bidding War

https://www.bloomberg.com/news/articles/2026-01-20/netflix-sweetens-warner-bros-terms-to-all-cash...
3•mfiguiere•15m ago•0 comments

Ralph OS: a vibe coded operating system using "Ralph Wiggum" [video]

https://www.youtube.com/watch?v=IeTe3kbwmAU
1•birriel•15m ago•0 comments

A Solutions Architect portfolio focused on decision rationale and trade-offs

https://childishgirl-portfolio.vercel.app
1•ChildishGirl•16m ago•0 comments

Show HN: Wallpaper that grows as you ship

https://github.com/JulienAvezou/growth-wallpaper-macos
2•Dungoo•16m ago•1 comments

Ditto raises $12.2M Series A led by Craft Ventures

https://www.dittowords.com/blog/ditto-raises-12-2m-series-a-led-by-craft-ventures
9•ashleynewman•17m ago•1 comments

Auth Bottleneck Architecture – Streamline Authentication Across Applications

https://fusionauth.io/articles/ciam/auth-and-the-bottleneck-architecture
1•mooreds•17m ago•0 comments

My Second Worst Interview (2025)

https://writing.spaans.ca/posts/second-worst.html
3•mooreds•18m ago•1 comments