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Muscle Memory

https://my.clevelandclinic.org/health/articles/muscle-memory
1•jruohonen•57s ago•1 comments

Show HN: Pretty Git Tree – Your Git history as generative art

https://hmillerbakewell.github.io/pretty-git-tree/
2•hda-hda•2m ago•0 comments

Compose tasks, not implementations (2025)

https://thesephist.com/posts/task-composition/
1•mattvr•3m ago•0 comments

What America Is Living Without

https://www.nytimes.com/interactive/2026/10/28/opinion/american-dream-affordability.html
1•ParentiSoundSys•5m ago•0 comments

What's on That Access Port?

https://danielmangum.com/posts/whats-on-that-access-port/
1•hasheddan•5m ago•0 comments

Palantir shareholders want to know when they'll get their money back

https://www.ft.com/content/fbca8eb0-76ef-4e0e-bcc9-c45c8f7d1311
2•JumpCrisscross•6m ago•0 comments

Orbit.net Extra Packages for Nats.io

https://github.com/synadia-io/orbit.net
1•northlondoner•6m ago•1 comments

Shovel Brigade

https://www.shovel-brigade.cloud/
1•airhangerf15•7m ago•0 comments

Show HN: Playmat – Browser client for XMage, the open-source MTG engine

https://github.com/arcanite24/playmat
1•arcanite24•9m ago•0 comments

Thursday: A SerenityOS for Myself

https://shantaram.xyz/posts/2026/10/a-serenityos-for-myself
2•_shantaram•10m ago•0 comments

Rogue Constellation

https://rogueon.ai/blog/rogue-constellation
1•bananaflag•11m ago•0 comments

Fugazi

https://www.merriam-webster.com/slang/fugazi
1•gregsadetsky•11m ago•0 comments

Canada to join EU network of supercomputers

https://www.politico.eu/article/canada-joining-eu-supercomputer-network/
1•jruohonen•11m ago•1 comments

Show HN: Rankings of the state of the art, each figure sourced from the maker

https://tminuslabs.space/
1•tminuslabs•12m ago•0 comments

Renewables' Share of Electricity Is Rising While Nuclear Falling

https://ourworldindata.org/data-insights/the-world-is-getting-more-of-its-electricity-from-renewa...
1•karakoram•13m ago•0 comments

Show HN: Makr – find nearby co-founders

https://makr.breadbowl.ai/
1•mxudev•14m ago•0 comments

You Can Patch Everything [video]

https://www.youtube.com/watch?v=Hxqh2LS6vMs
1•karamazov•16m ago•0 comments

Quantum measurement and importance of Dirac's bra

http://science-memo.blogspot.com/2026/10/bra-quantum-measurment.html
1•northlondoner•17m ago•1 comments

The Wall Street Math Hustle (2018)

https://www.institutionalinvestor.com/article/2bsxfy3l5c9c9is6jxngg/opinion/the-wall-street-math-...
1•paulpauper•17m ago•0 comments

Show HN: Bugbout, test coding agents on bugs your own repo fixed

https://github.com/Keerthirajan58/bugbout
1•keerthirajan58•17m ago•0 comments

AI #192: Anthropic Is Going Public

https://thezvi.substack.com/p/ai-192-anthropic-is-going-public
1•paulpauper•18m ago•0 comments

Every high performer has a secret sauce. Now you have it too

https://www.mainthread.app/
1•bolshchikov•21m ago•2 comments

Real GDP increased at an annual rate of 3.4 percent in the third quarter of 2026

https://www.bea.gov/news/2026/gdp-advance-estimate-3rd-quarter-2026
1•JumpCrisscross•21m ago•0 comments

AI is overwhelming and I'm doing it wrong

https://www.bensbites.com/p/ai-is-overwhelming-and-im-doing-it
1•swolpers•21m ago•0 comments

When Finance Met Physics

https://www.thenewatlantis.com/publications/when-finance-met-physics
1•paulpauper•22m ago•0 comments

If the context window is a million tokens, why bother with search?

https://deployed-ai.io/blog/long-context-vs-rag/
8•danielklnstein•22m ago•0 comments

Ask HN: True or False AI Isn't Replacing SWEs, Management Is to Justify AI Spend

1•karakoram•23m ago•0 comments

Ask HN: How are you using AI in your personal life?

1•whall6•23m ago•1 comments

What I learned about power from LBJ and Robert Moses

https://www.dwarkesh.com/p/lessons-in-power
1•crescit_eundo•24m ago•0 comments

The Sane Asylum – A love letter to Turbopuffer

https://colossus.com/article/sane-asylum-turbopuffer/
2•avinoth•24m ago•1 comments
Open in hackernews

Show HN: SLCR – An open standard for agent-native software requirements

https://slcr.dev/
1•robbiemckinstry•58m ago

Comments

robbiemckinstry•53m ago
I built SLCR to address known limitations in spec-driven development. Specs codify a project's desired behavior in a human-optimized format that serves as a central source of truth for implementation agents. But when agents re-ingest the entire document when implementing, or translating to tickets it can introduce errors in different ways:

1. Ingesting the entire spec can lead to context bloat, which not only costs extra tokens, but also decreases agent coherence. 2. Translating spec to tickets can be lossy because agents may make small omissions or conflate information required across multiple tickets. Further, errors compound from agent session to session, making small omissions or missed details early in the process much bigger problems after multiple rounds of iteration.

SLCR (Sliceable, Linked, Checkable Requirements, pronounced slicer) is a new open-standard document format to make sure agents build to spec every time, without sacrificing human readability. Requirements live in one structured spec file (TOML, JSON, or YAML), with typed edges between requirements forming a DAG. Agents read small, task-specific walks of the DAG called slices, which provide them with all of the context they need to understand a given requirement with none of the superfluous context.

Requirements can have acceptance criteria that can be checked by a validators, which is a mapping to an executable tool to verify the requirement, vitest, your linter, or ast-grep. Requirements can be composed with AND, OR, or XOR, and the SLCR CLI can check whether each requirement is satisfied, so your spec is always synced to your codebase's current status. This helps prevent multi-session agent drift and misalignment by ensuring that no agent session invalidates existing pinned requirements.

A slice is one requirement plus the context it actually needs, determined by walking the DAG from a leaf node back to the root. When an agent picks up a ticket, you give it the slice instead of the whole spec, eliminating superfluous text unrelated to the requirement at hand. People still get the full picture, because the CLI renders the whole spec to deterministic, read-only Markdown. There's also an agent skill that teaches agents to use the CLI and write valid SLCR.

This tool is for engineers and tech leads on long-lived codebases who are giving agents real implementation work and want a check beyond reading the diff. If you're writing one-off scripts or throwaway prototypes, you probably don't need this.

The format is an open standard. The reference implementation written in Rust and released under the MIT license. Pull requests welcome!

Repo: https://www.github.com/wack/slcr Site: https://www.slcr.dev