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Show HN: Constrained DSL for Reliable LLM Decisions

https://github.com/myinvestpilot/ai-architecture/blob/main/docs/01_ai_native_primitives_engine.md
1•madawei2699•1h ago
Hi HN, Personal notes on a constrained DSL to make LLMs generate reliable decision logic for quant (no arbitrary Python, no hallucinations). Schema-driven prompts, validation loop, deterministic execution.

Article + diagrams + public schema: https://github.com/myinvestpilot/ai-architecture/blob/main/d...

Repo (complete 4-article series, EN/ZH): https://github.com/myinvestpilot/ai-architecture

Feedback welcome!

Comments

verdverm•1h ago
Show HN is for things you can try, please see the guidelines

https://news.ycombinator.com/showhn.html

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https://github.com/alexcalderado/token-cost-guard
1•AlexCalderAI•4m ago•0 comments

Show HN: ExoGen – Open-Source Local Stable Diffusion Client

https://github.com/andyngdz/exogen
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M Title: Show HN:P3 – AI Reputation-Based Lending

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DelegateOS: Cryptographic delegation tokens for multi-agent sys(DeepMind paper)

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Almost Every infrastructure decision I endorse or regret after 4 years

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1•Meetvelde•12m ago•0 comments

LLM-generated skills work, if you generate them afterwards

https://www.seangoedecke.com/generate-skills-afterwards/
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R. A. T. A Upgrade

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Show HN: SharpSkill – AI-tool built to increase success in tech Interviews

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Ask HN: Why is there a negative sentiment towards crypto?

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How the book review became book list slop

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Looking for Founding Engineers – Esbern

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Show HN: PhoneClaw – Replace a $20/mo VPS with an old Android phone

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Show HN: Piggzy – Turn your inbox into a universal 'Buy' button

https://www.piggzy.com
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Americans are unleashing their anger on food-delivery robots

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3•andsoitis•26m ago•0 comments

Manus AI launched 24/7 Agent via Telegram and got suspended

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Google is killing authentic websites and I made it worse [video]

https://www.youtube.com/watch?v=II2QF9JwtLc
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XSDR, a single-sided M.2 software-defined radio with 2×RX/TX up to 3.8 GHz

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Show HN: Stop Losing LangGraph Progress to 429 Errors

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Show HN: Purely Vibe Coded Asmongold Simulator

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The Consequences of the Epstein Document Release Start to Pile Up

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Major PC OEMs Reportedly Exploring Chinese CXMT Memory Amid Shortages

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Agent-evals: Overlap, boundary, and metacognitive scoring for coding agents

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Why Affordability and the Vibecession Are Real Economic Problems

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Hard Drive Prices Unexpectedly Rise in 2026

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Manage Your Dotfiles with Stow

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Show HN: The first financial intelligence MCP server live trading signals Claude

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AI as Exoskeleton

https://clabs.org/blog/AiAsExoskeleton
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A.I. Salaries Are Causing Couples to Rethink Money in Relationships

https://www.nytimes.com/2026/02/14/business/artificial-intelligence-relationships-income-gap.html
3•mooreds•1h ago•1 comments

Sub-second volumetric 3D printing by synthesis of holographic light fields

https://www.nature.com/articles/s41586-026-10114-5
4•westurner•1h ago•0 comments