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Show HN: Rust primitives for AI agents, LLM infrastructure, and financial data

https://github.com/Mattbusel/rust-crates
1•Shmungus•1h ago
I've been building the substrate layer for production AI systems in Rust. This is the index repo for 10 crates I shipped this week. The AI side covers agent memory (episodic, semantic, working with decay and multi-agent bus), cost governance with hard budget enforcement and automatic model downgrade cascade, CRDT state sync for distributed agent fleets, output versioning with full lineage tracking, a knowledge graph on top of agent memory, LLM inference primitives for WASM and edge runtimes, and a complete ReAct loop that runs inside a Cloudflare Worker. The financial side covers market primitives (orderbook, OHLCV, indicators, position, risk) and a streaming ingestion pipeline handling 100K+ ticks/second across 4 exchanges.

Everything is zero-panic enforced at the lint level, typed errors with thiserror throughout, no unnecessary dependencies. The crates are designed to compose, the orchestrator runs the agents, memory stores what they know, the graph understands relationships between what they know, the budget governs what they spend, sync keeps 24 agents consistent without locks.

The orchestration engine that coordinates all of this is tokio-prompt-orchestrator, which I've been running with 24 simultaneous Claude Code agents.

https://github.com/Mattbusel/rust-crates

From a £1B dream to a brutal collapse: How Brewdog hit the rocks

https://www.bbc.com/news/articles/cn4ggqgyk51o
1•ZeljkoS•28s ago•0 comments

A16Z: The Power Brokers

https://www.notboring.co/p/a16z-the-power-brokers
1•sershe•2m ago•0 comments

Autonomous AI Agents Have an Ethics Problem

https://undark.org/2026/03/05/opinion-ai-agents-ethics/
1•EA-3167•6m ago•0 comments

Typst Meetup 2026: Keynote

https://www.youtube.com/watch?v=WOQXL6vRrJs
1•todsacerdoti•6m ago•0 comments

Show HN: I built a zero-lag, local-first Markdown capture tool

https://gojot.app/
1•shubham2892•8m ago•0 comments

Show HN: Main Character – A gamified productivity app (no login demo)

https://maincharacter.game
1•gmays•11m ago•0 comments

Apple Silicon Laptops Can Run a Mind, but Never a Superintelligence

https://vbar.io/laptop-mind.html
1•walterbell•14m ago•0 comments

New KV cache compaction technique cuts LLM memory 50x without accuracy loss

https://venturebeat.com/orchestration/new-kv-cache-compaction-technique-cuts-llm-memory-50x-witho...
1•mellosouls•15m ago•0 comments

Building a TB-303 from Scratch

https://loopmaster.xyz/tutorials/tb303-from-scratch
1•stagas•15m ago•0 comments

Show HN: OpenGrammar Open-source, self-hostable Grammarly alternative

https://swadhinbiswas.github.io/opengrammar/
1•0x0003r•18m ago•0 comments

Show HN: Open-Sable, Self-hosted cognitive AI agent with memory and 127 tools

https://github.com/IdeoaLabs/Open-Sable
1•aerosol•18m ago•0 comments

Calif. lawsuit accuses Meta of sending nude video from AI glasses to workers

https://www.sfgate.com/tech/article/meta-ai-glasses-lawsuit-21960004.php
2•c420•20m ago•0 comments

Show HN: BeyondComments – Find content ideas and signals from YouTube comments

https://beyondcomments.io
1•ProgrammerByDay•23m ago•0 comments

Show HN: Sajtanalys.se – Automated website analysis for Swedish businesses

https://sajtanalys.se
1•qvalitet•23m ago•0 comments

The Day NY Publishing Lost Its Soul

https://www.honest-broker.com/p/the-day-ny-publishing-lost-its-soul
1•wallflower•23m ago•0 comments

LLM Writing Tropes.md

https://tropes.fyi/tropes-md
3•walterbell•25m ago•0 comments

Palmer Luckey's $1B pitch to reboot 1990s video game consoles

https://www.ft.com/content/77e330a5-8e59-4a36-b08b-c18010a2383b
2•hackerbeat•25m ago•1 comments

Show HN: MicroBin – Easy File Sharing for Everyone – Self-Hostable

https://my.microbin.eu/
1•dszb•26m ago•0 comments

SWE-CI: Evaluating Agent Capabilities in Maintaining Codebases via CI

https://arxiv.org/abs/2603.03823
1•stepri•29m ago•0 comments

I Failed an Interview. Fair or Not, I Built This Workbook

https://doap.metal.bohyen.space/blog/post/java-fintech-interview-workbook/
2•nanacnote•31m ago•1 comments

Sunflowers

https://napo.dev/sunflowers/
1•napolux•35m ago•0 comments

Senators Launch Effort Ban Elected Officials Profiting from Prediction Markets

https://www.merkley.senate.gov/merkley-klobuchar-launch-new-effort-to-ban-federal-elected-officia...
25•stopbulying•38m ago•5 comments

Show HN: ShareNova – Zero-knowledge file transfer with magic-byte scanning

2•HatemDabet•41m ago•0 comments

Show HN: Luna Agent – Custom AI agent in ~2300 lines of Python, no frameworks

https://nonatofabio.github.io/blog/post.html?slug=luna_agent
1•nonatofabio•44m ago•0 comments

Drink the Radioactive Gatorade (AI Pilled)

https://twitter.com/SparksZilla/status/2030336440987463837
1•rmason•44m ago•0 comments

Homo Ignorans: Deliberately Choosing Not to Know

https://pubmed.ncbi.nlm.nih.gov/27217249/
4•Jimmc414•45m ago•2 comments

The False Flag of Viewpoint Diversity

https://www.chronicle.com/article/the-false-flag-of-viewpoint-diversity
1•mmooss•45m ago•0 comments

Prompt Guidance for GPT-5.4

https://developers.openai.com/api/docs/guides/prompt-guidance/
2•andromaton•45m ago•1 comments

Astronomers are capturing video of a black hole for the first time

https://www.cbc.ca/lite/story/9.7117478
1•colinprince•46m ago•0 comments

Do developers even give feedback?

2•xerrs•49m ago•2 comments