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So many nationality suffixes (2008)

https://www.linguistics.hk/2008/10/22/so-many-nationality-suffixes/
1•GuinansEyebrows•55s ago•0 comments

Show HN: Turn – A compiled systems language for agentic computation

1•askmuyukani•2m ago•0 comments

Gram: A Zed fork without AI Slop

https://gram.liten.app/
2•Muhammad523•3m ago•0 comments

Wāhiku - US ONLY

https://www.wahiku.com
1•fisenkodv•4m ago•0 comments

Geran-3 Drone Disassembly

https://war-sanctions.gur.gov.ua/en/page-geran-3
1•miohtama•4m ago•0 comments

Humans Persistently Devalue AI-Generated Creative Writing

https://psycnet.apa.org/fulltext/2027-12675-001.pdf?_sc=NjQ1ODg2NiM2Njk1NA%3D%3D
2•itherseed•6m ago•1 comments

Show HN: I turned Claude Code into a personal assistant

https://github.com/daxaur/openpaw
3•daxaur•8m ago•0 comments

Show HN: Free Browser-Based Tools Client Side Only, No Uploads, No Tracking

https://tools.geeksprep.com/
2•axyz7732•9m ago•0 comments

Warfare in Dune, Part I: Fighting Faufreluches

https://acoup.blog/2026/02/24/collections-warfare-in-dune-part-i-fighting-faufreluches/
3•me_smith•9m ago•0 comments

What 127.5M forms can tell you about the state of front-end input valida

https://amandastjerna.se/blog/127-million-forms/
1•todsacerdoti•9m ago•0 comments

As China's economy slows, some young people buy cheap apartments to 'retire'

https://apnews.com/article/china-cheap-housing-prices-4a2825765c974497ce5a8748302de285
1•ilamont•9m ago•0 comments

Packaging a Gleam app into a single executable

https://www.dhzdhd.dev/blog/gleam-executable
2•todsacerdoti•10m ago•0 comments

Show HN: A double-entry accounting tool that lives in the browser

https://acciqmvp3.vercel.app
1•auvira_systems•10m ago•1 comments

Ask HN: Are we putting pricing on things too quickly?

1•LeanVibe•11m ago•2 comments

AI Isn't Replacing SREs. It's Deskilling Them

https://newsletter.signoz.io/p/ai-isnt-replacing-sres-its-deskilling
3•elza_1111•11m ago•0 comments

Trump directs all federal agencies to cease use of Anthropic products

https://twitter.com/i/status/2028499953283117283
1•nthypes•11m ago•0 comments

The Qwen 3.5 Small Model Series

https://twitter.com/Alibaba_Qwen/status/2028460046510965160
4•armcat•11m ago•1 comments

Show HN: Local Hours – Time tracking that's just files (no accounts)

https://github.com/gogrinimish/LocalHours
1•stinger•12m ago•0 comments

Show HN: Ledge - Policy layer for AI agent payments (prevents unauthorized txns)

https://github.com/Devendra116/ledge
2•devendra116•12m ago•0 comments

MyFitnessPal has acquired Cal AI

https://techcrunch.com/2026/03/02/myfitnesspal-has-acquired-cal-ai-the-viral-calorie-app-built-by...
2•brandonb•13m ago•0 comments

Show HN: Browser-Based AI Watermark Remover – No Uploads, Client-Side Only

https://tools.geeksprep.com/ai-watermark-remover
2•axyz7732•13m ago•0 comments

App Update: I added a Resume Roaster because my 150 launch users disappeared

https://refine.tools
2•HarakiriGod•13m ago•1 comments

Enaga: ECS-first language with fixed-point math – try it in the browser

2•shimaenaga•14m ago•0 comments

Show HN: Free CLI Tools – Zero Dependencies, MIT Licensed

https://workspace-ivory-one.vercel.app/
2•a_m73110•14m ago•0 comments

Metabolic Engineering of Escherichia Coli for β-Carotene Biosynthesis

https://www.mdpi.com/1420-3049/31/4/611
1•PaulHoule•14m ago•0 comments

2025 State of Rust Survey Results

https://blog.rust-lang.org/2026/03/02/2025-State-Of-Rust-Survey-results/
1•todsacerdoti•16m ago•0 comments

A robot arm with puppy dog eyes is just one of Lenovo's new desktop AI concepts

https://www.theverge.com/tech/885228/lenovo-ai-workmate-companion-work-concept-robot-arm-desktop-...
1•e2e4•17m ago•0 comments

Service Down? Your Notch Will Tell You

https://jsattler.github.io/Pulse/
2•jsattler•17m ago•0 comments

Our Design Docs Write Themselves

https://abnormalbuilders.substack.com/p/our-design-docs-write-themselves
1•sshh12•17m ago•0 comments

Show HN: Clean Express – a native NNTP/Usenet client for iOS/macOS/visionOS

https://testflight.apple.com/join/DmBXsPhU
3•jim180•18m ago•0 comments
Open in hackernews

Show HN: Kelos – Define your AI coding agent workflow as YAML on Kubernetes

https://github.com/kelos-dev/kelos
4•gjkim042•1h ago
Kelos is a Kubernetes framework for orchestrating autonomous AI coding agents (like Claude Code) in ephemeral pods.

The original goal was sandboxing — I didn't want to run agents with --dangerously-skip-permissions locally. But the real unlock turned out to be declarative workflows. You define agent tasks as Kubernetes CRDs, things like:

- Watch for "bug" issues → auto-draft a fix PR

- Auto-review incoming pull requests

- Auto-triage new issues with labels and priority

- Periodically scan the codebase → propose improvements

- Test the project as a new user → surface rough edges

Self-development pipeline: https://github.com/kelos-dev/kelos/tree/main/self-developmen...

I've been using Kelos to develop Kelos. When something breaks, I refine the YAML or add features to the controller. It's early and rough around the edges, but the core loop works.

Happy to answer questions about the design or what's broken.

Comments

jlongo78•29m ago
Interesting approach. One pattern I've seen work well with YAML-defined agent workflows is keeping your session state observable alongside the orchestration config. When agents run in parallel, the hardest debugging problem isn't the workflow definition itself but correlating what each agent actually did across concurrent runs. Whatever tooling you use, prioritize being able to replay and search past agent output by context, not just timestamps. That audit trail saves hours.