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Show HN: OpenTypeless – open-source AI voice input that types into any app

https://github.com/tover0314-w/opentypeless
1•tover0314•2m ago•1 comments

Beabox: Native UI for Beads

https://github.com/beadbox/beadbox
1•beadbox•2m ago•0 comments

Is AI killing people by accident?

https://garymarcus.substack.com/p/is-ai-already-killing-people-by-accident
1•starkparker•2m ago•0 comments

Show HN: Pydantypes – The missing Pydantic types for cloud, DevOps, AI

https://github.com/oborchers/pydantypes
1•theroot_•4m ago•0 comments

Show HN: Orb Platform – 3 content APIs for AI agents that teach

https://word-orb-api.nicoletterankin.workers.dev/playground
1•dailylesson•5m ago•0 comments

Show HN: RewardHackWatch – Reward hacking detector for LLM agents

https://github.com/aerosta/rewardhackwatch
1•aerosta•5m ago•1 comments

You're Not an Architect Anymore: The New Role of the Builder in 2026

https://medium.com/@DavidLiCause/youre-not-an-architect-anymore-the-new-role-of-the-builder-in-20...
1•davidlicause•7m ago•0 comments

Show HN: Catatonica – an app that measures stillness, not productivity

https://catatonica.pages.dev
1•Prince-Gabriel•8m ago•0 comments

Rocks and Sand (capacity planning on Postgres)

https://www.enterprisedb.com/blog/rocks-and-sand
1•b-man•8m ago•0 comments

Show HN: Bonetflix – View IMDB and Filmaffinity Ratings on Netflix

https://bonetflix.com/
1•kujaomega•10m ago•0 comments

Show HN: Business in a Box – ~one-shot a typical startup

https://github.com/dylandrop/business-in-a-box
2•dylandrop•12m ago•0 comments

Mythical Agent-Month

https://wesmckinney.com/blog/mythical-agent-month/
1•0xcafefood•13m ago•0 comments

The Amish Paradox (2004)

https://www.latimes.com/archives/la-xpm-2004-jan-12-he-amish12-story.html
1•paulpauper•15m ago•0 comments

You're a Computer Science Major. Don't Panic About A.I

https://www.nytimes.com/2025/11/12/opinion/ai-coding-computer-science.html
2•paulpauper•16m ago•1 comments

The Sunday Signal: The Loom, the Layoff, and the Life Raft

https://newsletter.djr.ai/p/the-sunday-signal-the-loom-the-layoff
1•discoinferno•16m ago•0 comments

The Great Online Game (2021)

https://www.notboring.co/p/the-great-online-game
1•simonebrunozzi•16m ago•0 comments

Thanks for Subscribing

https://www.fsf.org/free-software-supporter/success
1•maing•17m ago•0 comments

Show HN: Open-source MCP server for AI podcast clipping

https://github.com/nmbrthirteen/podcli
1•nsiradze•18m ago•0 comments

GNU Hurd on Guix Is Ready with 64-Bit Support, SMP Multiprocessor Support "Soon"

https://www.phoronix.com/news/GNU-Hurd-64-bit-2026
2•voxadam•19m ago•0 comments

OpenAI's DoD contract may allow mass surveillance and autonomous weapons

https://drew337494.substack.com/p/perfectly-transparent
4•fwipsy•19m ago•1 comments

'Employers are increasingly turning to degree and GPA'

https://fortune.com/2026/01/06/recruiting-college-isnt-dead-top-schools-not-talent-is-everywhere/
6•paulpauper•20m ago•1 comments

Math Academy Review: The Shoe-Tying Method Behind Adaptive Math Learning

https://opened.co/blog/math-academy-review-shoe-tying-method
2•gmays•23m ago•0 comments

Background Jobs for TanStack Start with pg-boss

https://jxd.dev/writing/background-jobs-tanstack-start-pg-boss/
1•jamie_davenport•25m ago•0 comments

Power Mode Plugin for Neovim (2026 Take)

https://github.com/axsaucedo/neovim-power-mode
1•axsaucedo•25m ago•1 comments

Claude dethrones ChatGPT as top U.S. app after Pentagon saga

https://www.axios.com/2026/03/01/anthropic-claude-chatgpt-app-downloads-pentagon
5•doener•25m ago•0 comments

The unreasonable effectiveness of S-Expressions

https://nim-lang.org/araq/sexpressions.html
2•moigagoo•27m ago•0 comments

Hackerbot-Claw: An AI-Powered Bot Actively Exploiting GitHub Actions

https://www.stepsecurity.io/blog/hackerbot-claw-github-actions-exploitation
1•pluc•30m ago•0 comments

Can 'friction-maxxing' fix your focus?

https://www.bbc.com/future/article/20260227-can-friction-maxxing-fix-your-focus
6•jethronethro•32m ago•0 comments

From the Guillotine to Napoleon: The French Revolution in Clothes

https://worldhistory.substack.com/p/the-fashion-counter-revolution
1•crescit_eundo•32m ago•0 comments

Show HN: MCP file tools silently eat your context window.I built one that doesnt

https://github.com/ckanthony/Chisel
4•ckanthony•33m ago•4 comments
Open in hackernews

Show HN: AskVerdict – Multi-agent AI debates for better decisions(~$0.08/debate)

https://www.askverdict.ai
1•thegdsks•1h ago

Comments

thegdsks•1h ago
Hey HN,

  I built AskVerdict AI — a multi-agent debate engine that
   argues both sides of a question before delivering a 
  structured verdict with confidence scores.

  How it works: You ask a question ("Should I migrate from
   REST to GraphQL?" or "Should we hire or outsource?").
  The engine spins up 2-5 AI agents with distinct personas
   (Advocate, Critic, Economist, Engineer, Devil's
  Advocate, etc.) who argue across multiple rounds. They
  build an argument graph — claims, rebuttals, evidence,
  concessions — tracked with survival scores. A consensus
  detector watches for convergence. Then a synthesizer
  analyzes everything and produces a verdict with:

  - Clear recommendation + confidence %
  - Per-option strengths/weaknesses
  - Strongest dissenting argument
  - Decision matrix with weighted criteria
  - Full narrative analysis report

  The technical bits:

  - Engine is provider-agnostic: Gemini, DeepSeek, Claude,
   Groq, OpenRouter, Ollama (local). Default preset uses
  Gemini 2.5 Pro for synthesis + DeepSeek V3 for debaters
  = ~$0.08/debate
  - Argument graph with claim statuses (standing,
  rebutted, conceded, refined), evidence tracking, and
  fallacy detection
  - Consensus detection via multiple signals: confidence
  convergence, concession rate, position shifts,
  Bayesian-inspired scoring
  - 4 debate modes: instant (<5s), fast (2 agents/2
  rounds), balanced (3/3), thorough (5/5 with web search)
  - BYOK (bring your own keys) — plug in your own API keys
   and pay providers directly. No markup
  - Full stack: TypeScript monorepo, Hono + Bun API,
  Next.js 15 frontend, Drizzle + Postgres

  Why I built this: I kept asking ChatGPT for advice and
  getting agreeable, non-committal answers. "It depends on
   your use case." Thanks. I wanted AI that actually
  commits to a position, shows its reasoning, and honestly
   represents the counterargument. The multi-agent
  approach forces genuine tension — agents can't just
  agree because they have adversarial roles.

  Free tier: 3 debates. BYOK plan: unlimited with your own
   keys. Pro: $4.99/mo.

  Would love feedback on the engine architecture and
  verdict quality. The engine package is ~4K LOC
  TypeScript if anyone wants to nerd out about consensus
  algorithms or argument graphs.

  ---
  Tips for posting:

  1. Post between 8-10 AM ET on a weekday
  (Tuesday-Thursday is best for Show HN)
  2. Don't ask for upvotes — HN will penalize that
  3. Be ready to answer technical questions in comments —
  HN loves implementation details
  4. If someone asks about the consensus algorithm or
  argument graph, go deep — that's your differentiator
  5. Have a compelling demo ready (a specific question
  with a good verdict) people can try immediately