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Show HN: Prothon – docs-first Python project generator for AI development

https://www.prothon.dev/
1•jackedney•1h ago
Prothon is a Python project generator that scaffolds a uv-based project with eight quality tools (ruff, ty, pytest, hypothesis, mutmut, bandit, vulture, complexipy) and a documentation-driven workflow for AI coding agents.

The problem it solves: AI assistants lose context between sessions and drift from your decisions as context windows fill up. Prothon addresses this with three ideas:

1. A three-level doc hierarchy (SPEC, DESIGN, PATTERNS) where each level scopes a single concern and higher always overrides lower. The AI implements from these docs, not from memory. Each doc-writing step is a dedicated agent that refuses content belonging at another level.

2. Automated agents that keep things consistent: one cross-checks the three docs for contradictions, one generates reference skills from live documentation for your stack, one verifies code implements what the docs describe.

3. A "promise" system for execution. Before each task, the agent declares what files it will touch, success criteria, and expected line counts. The promise is verified against the actual git diff. This makes context drift measurable rather than something you notice after the fact.

CLI:

``` prothon new # scaffold from template prothon init # add to existing project prothon spec # requirements Q&A prothon design # architecture Q&A prothon patterns # conventions Q&A prothon execute # plan, promise, build prothon compliance # verify code vs docs ```

Built on copier, so existing projects can pull upstream template improvements. Currently targets Claude Code, designed to be agent-agnostic.

https://prothon.dev https://github.com/jackedney/prothon

AI bots may lead to the end of the internet as we know it

https://www.opendemocracy.net/en/ai-chatbots-scraper-bots-chatgpt-website-offline-change-internet/
1•drcongo•2m ago•0 comments

Software engineering makes up ~50% of agentic tool calls on Anthropic API

https://twitter.com/anthropicai/status/2024210053369385192
1•taubek•3m ago•0 comments

Justices Strike Down Trump's Tariffs

https://www.nytimes.com/2025/02/20/us/politics/supreme-court-trump-tariffs.html
1•be_erik•3m ago•0 comments

Italy, UK, Japan hope to bring Germany into next-generation fighter jet project

https://www.lemonde.fr/en/economy/article/2026/02/20/italy-the-united-kingdom-and-japan-hope-to-b...
1•spankibalt•4m ago•0 comments

Pico-ML: A toy programming language which is a subset of OCaml

https://github.com/Quramy/pico-ml
1•tosh•6m ago•0 comments

Goldman Sachs launches AI-free index

https://www.axios.com/2026/02/20/ai-goldman-sachs-stocks-index
1•samizdis•6m ago•0 comments

Wishcessibility

https://www.nicchan.me/blog/wishcessibility/
1•ulrischa•7m ago•0 comments

The Claude C Compiler: What It Reveals About the Future of Software

https://www.modular.com/blog/the-claude-c-compiler-what-it-reveals-about-the-future-of-software
1•lateforwork•8m ago•0 comments

Vibe Coding on Smart Glasses Is a Thing Now

https://gizmodo.com/oh-god-vibe-coding-on-smart-glasses-is-a-thing-now-2000724466
1•ulrischa•8m ago•0 comments

Frontier Model Training Methodologies

https://djdumpling.github.io/2026/01/31/frontier_training.html
1•linolevan•9m ago•0 comments

Blue light filters don't work

https://www.neuroai.science/p/blue-light-filters-dont-work
1•pminimax•10m ago•0 comments

GameBoy QR-Paint

https://github.com/bbbbbr/gameboy_qr_paint
1•elvis70•11m ago•0 comments

Toyota contracts seven Agility humanoid robots for Canadian factory

https://techcrunch.com/2026/02/19/toyota-hires-seven-agility-humanoid-robots-for-canadian-factory/
1•carefree-bob•12m ago•1 comments

Ionattention: Grace Hopper–Native Inference

https://cumulus.blog/ionattention
1•deliciousturkey•12m ago•0 comments

Show HN: Public todo lists – no accounts, just a secret key you save once

https://publictodo.com
1•beeneeb•13m ago•0 comments

Uncovering Insiders and Alpha on Polymarket with AI

https://twitter.com/peterjliu/status/2024901585806225723
1•somerandomness•13m ago•0 comments

Show HN: Travel Data ESIMs from a Solo Hacker

https://www.guac.online
1•zbiggistardust•16m ago•0 comments

ThunderKittens 2.0: Even Faster Kernels for Your GPUs

https://hazyresearch.stanford.edu/blog/2026-02-19-tk-2
1•matt_d•18m ago•0 comments

Raising Agentic Children

https://github.com/Light-Heart-Labs/Lighthouse-AI/discussions/15
1•lightheartai•18m ago•0 comments

Do Claude Code and Codex P-Hack? Sycophancy and Statistical Analysis in LLMs

https://github.com/janetmalzahn/llm-phacking
1•Luc•18m ago•1 comments

Alloy: Moddable on Pebble

https://www.moddable.com/blog/pebble/
1•griffinli•19m ago•0 comments

Show HN: A Question and Annotation Driven Parallel Reading App

https://apps.apple.com/us/app/brams-reading-app/id6759291875
1•_bramses•19m ago•0 comments

Looking for a founding engineer building real-time AI authenticity tooling

1•UnveilrBuild•20m ago•0 comments

Show HN: Preact Health

https://app.preacthealth.com
1•erenz88•20m ago•0 comments

Making frontier cybersecurity capabilities available to defenders

https://www.anthropic.com/news/claude-code-security
8•surprisetalk•21m ago•1 comments

Blue Owl shopped debt for a CoreWeave data center. Lenders weren't sold

https://www.businessinsider.com/blue-owl-financing-lancaster-data-center-coreweave-2026-2
2•zerosizedweasle•22m ago•0 comments

CloudPebble Returns Plus New Pure JavaScript and Round 2 SDK

https://repebble.com/blog/cloudpebble-returns-plus-pure-javascript-and-round-2-sdk
1•griffinli•23m ago•0 comments

Expo-OpenClaw-chat – An in-app AI chat that modifies your app as you talk to it

https://github.com/aight-cool/expo-openclaw-chat
2•fcjr•24m ago•0 comments

Congress–Not The Pentagon or Anthropic–Should Set Military AI Rules

https://www.lawfaremedia.org/article/congress-not-the-pentagon-or-anthropic-should-set-military-a...
3•hn_acker•25m ago•0 comments

F-Droid: "Keep Android Open"

https://f-droid.org/2026/02/20/twif.html
101•LorenDB•26m ago•15 comments