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Unix Reimagined for AI – Iterative Coding in a Shell Loop

https://linuxtoaster.com/blog/gradientdescentforcode.html
1•dirk94018•1h ago

Comments

dirk94018•1h ago
Author, got annoyed by Python startup times, frameworks, orchestration layers, and the general state of AI tooling. We write everything in C/C++. Toast overhead is ~20ms per invocation — that's what makes the loop practical - toastd does https connection pooling. With Cerebras it can run at ~2000 tok/s. Local toasted gets ~100 tok/s with 0.6s time-to-first-token. Happy to answer questions.

Forge – OSS governance plugin for Claude Code (22 agents, SDD, quality gates)

https://github.com/nxtg-ai/forge-plugin
1•vipdestiny•2m ago•0 comments

Show HN: Punk – Remote control for local Claude Code that just works

https://punkcode.rocks
1•jackjackpop•2m ago•0 comments

Show HN: Llamactl – Self-hosted LLM manager with OpenAI-compatible routing

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

OpenAI courts private equity to join enterprise AI venture

https://www.reuters.com/business/openai-courts-private-equity-join-enterprise-ai-venture-sources-...
1•gmays•2m ago•0 comments

Yet Another SQLite-Vector

https://github.com/jtarchie/sqlite-vector
1•jtarchie•3m ago•1 comments

The Singularity Will Not Be Streamed

https://paoramen.fika.bar/the-singularity-will-not-be-streamed-01KJ7KM42KET7EZQQSYD836358
1•masylum•3m ago•0 comments

Sigwork – A 1.7kb signal-based reactive framework

https://framework.thatjust.works/
1•murillobrand•4m ago•1 comments

I love my dumb watches

https://gary.onl/a-post-about-watches/
1•abnercoimbre•4m ago•0 comments

Show HN: Antfly: Distributed, Multimodal Search and Memory and Graphs in Go

https://github.com/antflydb/antfly
8•kingcauchy•4m ago•0 comments

Show HN: I indexed 58K AI agents and built trust scores for the agent economy

https://nanosec.ai
1•bobakTamaddon•5m ago•0 comments

I think AI is pushing me toward the AGPL

https://blogsystem5.substack.com/p/ai-and-agpl-licensing
1•LorenDB•7m ago•0 comments

A.B. 1043's Internet Age Gates Hurt Everyone – Eff.org

https://www.eff.org/deeplinks/2026/03/ab-1043s-internet-age-gates-hurt-everyone
2•netule•7m ago•0 comments

Math in the AI Era

https://3quarksdaily.com/3quarksdaily/2026/03/math-in-the-ai-era.html
2•thm•8m ago•0 comments

Turkish Coffee? Since the 16th Century, It's in the Water

https://specialprojects.sprudge.com/?p=868
2•speckx•8m ago•0 comments

TV Learned to Sell Itself

https://worksinprogress.co/issue/how-tv-learned-to-sell-itself/
1•ortegaygasset•8m ago•0 comments

Where chess knight can't go

https://claude.ai/public/artifacts/35a91fb5-89d6-4545-9682-50bc732f8e9c
2•oyster143•9m ago•0 comments

Show HN: Touchenv – store ENV master keys in macOS keychain

https://github.com/tillcarlos/touchenv
1•tillcarlos•10m ago•0 comments

Finance Bros to Tech Bros: Don't Mess with My Bloomberg Terminal

https://www.wsj.com/tech/ai/bloomberg-terminal-perplexity-vibe-coding-e37a95f8
1•1vuio0pswjnm7•10m ago•0 comments

Show HN: Cardea, SSH bastion with per-key ACLs, TPM keys and session recording

https://github.com/hectorm/cardea
1•hectorm•11m ago•0 comments

A Stock Monitoring Agent with OpenClaw, Exa, and Milvus for $20/Month

https://milvus.io/blog/i-built-a-stock-monitoring-agent-with-openclaw-exa-and-milvus-for-20month.md
2•Fendy•12m ago•0 comments

Change Blindness

https://en.wikipedia.org/wiki/Change_blindness
1•georgecmu•12m ago•0 comments

Greywall – Sandboxing with real-time observability and dynamic controls

https://greywall.io/
1•artavak•13m ago•0 comments

Show HN: Uclusion – We spent 7 years building an opinionated planning tool

https://www.uclusion.com
2•disrael•13m ago•0 comments

First Ripoff Hearing Packed by Renters Eager to Connect Dots on Lousy Landlords

https://www.thecity.nyc/2026/02/26/rental-ripoff-hearing-tenants-landlords-mamdani/
1•PaulHoule•14m ago•0 comments

No imminent threat": U.S. Counterterrorism Center head resigns over Iran war

https://www.axios.com/2026/03/17/joe-kent-resigns-trump-iran-israel-threat
3•Jimmc414•14m ago•1 comments

Debt investors offloading exposure to software companies is latest sign of pain

https://www.reuters.com/business/finance/debt-investors-offloading-exposure-software-companies-is...
1•1vuio0pswjnm7•14m ago•0 comments

1Password Unified Access

https://1password.com/product/unified-access
1•jeffpalmer•15m ago•0 comments

deleted

https://github.com/ory/lumen
1•pistolpete5•16m ago•0 comments

Top counterterrorism official Joe Kent resigns over Trump's Iran war – AP News

https://apnews.com/article/trump-iran-war-kent-resignation-e2e17a76d79617a68370f076c0291208
9•treetalker•16m ago•0 comments

U.S. pushes WTO to make the e-commerce tariff moratorium permanent

https://www.latimes.com/business/story/2026-03-17/u-s-pushes-wto-to-make-e-commerce-tariff-morato...
1•1vuio0pswjnm7•16m ago•0 comments