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Sebastian Galiani on the Marginal Revolution

https://marginalrevolution.com/marginalrevolution/2026/02/sebastian-galiani-on-the-marginal-revol...
1•paulpauper•36s ago•0 comments

Ask HN: Are we at the point where software can improve itself?

1•ManuelKiessling•50s ago•0 comments

Binance Gives Trump Family's Crypto Firm a Leg Up

https://www.nytimes.com/2026/02/07/business/binance-trump-crypto.html
1•paulpauper•1m ago•0 comments

Reverse engineering Chinese 'shit-program' for absolute glory: R/ClaudeCode

https://old.reddit.com/r/ClaudeCode/comments/1qy5l0n/reverse_engineering_chinese_shitprogram_for/
1•edward•1m ago•0 comments

Indian Culture

https://indianculture.gov.in/
1•saikatsg•4m ago•0 comments

Show HN: Maravel-Framework 10.61 prevents circular dependency

https://marius-ciclistu.medium.com/maravel-framework-10-61-0-prevents-circular-dependency-cdb5d25...
1•marius-ciclistu•4m ago•0 comments

The age of a treacherous, falling dollar

https://www.economist.com/leaders/2026/02/05/the-age-of-a-treacherous-falling-dollar
2•stopbulying•4m ago•0 comments

Ask HN: AI Generated Diagrams

1•voidhorse•7m ago•0 comments

Microsoft Account bugs locked me out of Notepad – are Thin Clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
2•josephcsible•7m ago•0 comments

Show HN: A delightful Mac app to vibe code beautiful iOS apps

https://milq.ai/hacker-news
2•jdjuwadi•10m ago•1 comments

Show HN: Gemini Station – A local Chrome extension to organize AI chats

https://github.com/rajeshkumarblr/gemini_station
1•rajeshkumar_dev•10m ago•0 comments

Welfare states build financial markets through social policy design

https://theloop.ecpr.eu/its-not-finance-its-your-pensions/
2•kome•14m ago•0 comments

Market orientation and national homicide rates

https://onlinelibrary.wiley.com/doi/10.1111/1745-9125.70023
3•PaulHoule•14m ago•0 comments

California urges people avoid wild mushrooms after 4 deaths, 3 liver transplants

https://www.cbsnews.com/news/california-death-cap-mushrooms-poisonings-liver-transplants/
1•rolph•15m ago•0 comments

Matthew Shulman, co-creator of Intellisense, died 2019 March 22

https://www.capenews.net/falmouth/obituaries/matthew-a-shulman/article_33af6330-4f52-5f69-a9ff-58...
3•canucker2016•16m ago•1 comments

Show HN: SuperLocalMemory – AI memory that stays on your machine, forever free

https://github.com/varun369/SuperLocalMemoryV2
1•varunpratap369•17m ago•0 comments

Show HN: Pyrig – One command to set up a production-ready Python project

https://github.com/Winipedia/pyrig
1•Winipedia•19m ago•0 comments

Fast Response or Silence: Conversation Persistence in an AI-Agent Social Network [pdf]

https://github.com/AysajanE/moltbook-persistence/blob/main/paper/main.pdf
1•EagleEdge•19m ago•0 comments

C and C++ dependencies: don't dream it, be it

https://nibblestew.blogspot.com/2026/02/c-and-c-dependencies-dont-dream-it-be-it.html
1•ingve•19m ago•0 comments

Show HN: Vbuckets – Infinite virtual S3 buckets

https://github.com/danthegoodman1/vbuckets
1•dangoodmanUT•20m ago•0 comments

Open Molten Claw: Post-Eval as a Service

https://idiallo.com/blog/open-molten-claw
1•watchful_moose•20m ago•0 comments

New York Budget Bill Mandates File Scans for 3D Printers

https://reclaimthenet.org/new-york-3d-printer-law-mandates-firearm-file-blocking
2•bilsbie•21m ago•1 comments

The End of Software as a Business?

https://www.thatwastheweek.com/p/ai-is-growing-up-its-ceos-arent
1•kteare•22m ago•0 comments

Exploring 1,400 reusable skills for AI coding tools

https://ai-devkit.com/skills/
1•hoangnnguyen•23m ago•0 comments

Show HN: A unique twist on Tetris and block puzzle

https://playdropstack.com/
1•lastodyssey•26m ago•1 comments

The logs I never read

https://pydantic.dev/articles/the-logs-i-never-read
1•nojito•27m ago•0 comments

How to use AI with expressive writing without generating AI slop

https://idratherbewriting.com/blog/bakhtin-collapse-ai-expressive-writing
1•cnunciato•29m ago•0 comments

Show HN: LinkScope – Real-Time UART Analyzer Using ESP32-S3 and PC GUI

https://github.com/choihimchan/linkscope-bpu-uart-analyzer
1•octablock•29m ago•0 comments

Cppsp v1.4.5–custom pattern-driven, nested, namespace-scoped templates

https://github.com/user19870/cppsp
1•user19870•30m ago•1 comments

The next frontier in weight-loss drugs: one-time gene therapy

https://www.washingtonpost.com/health/2026/01/24/fractyl-glp1-gene-therapy/
2•bookofjoe•33m ago•1 comments
Open in hackernews

Show HN: sudocode – manage specs, tasks, and context-as-code for coding agents

https://github.com/sudocode-ai/sudocode
15•alexsngai•3mo ago
sudocode is a lightweight context management system for coding agents that lives in your repo. It helps organize the chaos of human-AI collaboration by capturing user intent as durable specs and tracking agent activity as issues, all version-controlled with Git. This "context-as-code" approach reduces agent amnesia and accelerates development on long-horizon tasks.

Comments

arcticampic•3mo ago
nice
ishita159•3mo ago
have tried it, i think's focusing on spec-driven development?
alexsngai•3mo ago
yes! sudocode manages agents at different levels of abstraction. You can steer agents at the `spec` level by building up a spec that contains your intent and requirements, then generate `issues` that capture the implementation details. However you aren't limited to that pattern. You can also just manage agents at the `issue` level to better manage their execution state (think something like a kanban board).

In general, sudocode aims to preserve some of this implementation/planning state (context-as-code) in your codebase so it isn't lost in your chat logs. Keeping this context in your repo makes it accessible to coding agents long after code changes were made, so it functions as a sort of episodic memory for your codebase.

wintonzheng•3mo ago
Does "durable spec" mean writing the spec in a MD file and committing to a repo?

The big problem of ai generated docs for me is that it takes time to read and understand whether they are correct or not. Same with human written docs, which is why you need spec reviewers.

I assume the purpose of sudocode is to help me reduce the time to review and manage specs. How can sudocode help me solve the trust problem here while i don't want to spend so much time reading and managing specs? Solving the spec generation is one part, but the other big problem to solve here is to help speed up the spec review/validation process.

alexsngai•3mo ago
I think of specs as a combination of user intent + context that might be relevant for the issue. The expansion of the spec into a full-fledged document, whether thats agent-written or human-written can be flexible as long as it contains the original user intent and requirements (so it becomes useful input to any coding agents handling the implementation).

In this case, what sudocode aims to preserve is the human intent that might be lost in agent chat logs, etc. It then provides utilities to turn those specs into implementation plans (issues). And specs in this case are mutable and designed to be iterated on (just like code).

Or with a physics analogy, the code is the position of a particle while the specs capture velocity information. You can iteratively work on changing the velocity which will then change the position (code changes).

As for the spec review burden, the sudocode provides an interface for coding agents to provide bi-directional feedback onto the original spec, so you can fire off a few coding agents and see how they performed relative to your specified requirements. You can let the execution of the coding agents speak for themselves!