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Ask HN: How do you define "done" for long-running AI agents?

1•IntelliAvatar•1h ago
I've been working on long-running automation / agent systems, and one thing I keep running into is how hard it is to define "done".

Demos are easy: a task finishes once the happy path works. Real systems are messier — partial failures, retries, idempotency, unclear terminal states, and the question of when to stop or escalate.

For people who’ve built schedulers, agents, or other long-running systems: how do you define "done" in practice? Is it a state machine, invariants, timeouts, external signals, or just operational heuristics?

Minification Isn't Obfuscation

https://martinalderson.com/posts/minification-isnt-obfuscation-claude-code-proves-it/
1•ecares•35s ago•0 comments

I Went from Database Noob to Core Datafusion Contribution

https://datafusion.blog.apache.org/2025/12/15/avoid-consecutive-repartitions/
2•SchwKatze•3m ago•0 comments

SWE-Bench: The $500B Benchmark

https://marginlab.ai/blog/swe-bench-deep-dive/
3•qwesr123•6m ago•0 comments

Dr. Terry Frederick, longtime UCF CS leader, has died

https://townsonrose.mem.com/Obituary/12670299/278208083/278208080?title=Obituary
3•randusername•6m ago•1 comments

Trump's social media venture strikes $6B merger deal with fusion power company

https://www.politico.com/news/2025/12/18/trump-social-media-merger-deal-00697310
1•mitchbob•7m ago•0 comments

Experts Say Even Average Venezuelans Critical of Maduro Won't Back Regime Change

https://truthout.org/articles/experts-say-even-average-venezuelans-critical-of-maduro-wont-back-r...
1•robtherobber•9m ago•0 comments

Show HN: HN Wrapped 2025 – let an LLM analyze your year on Hacker News

https://hn-wrapped.kadoa.com?year=2025
2•hubraumhugo•9m ago•0 comments

Are Apple Gift Cards Safe to Redeem?

https://daringfireball.net/linked/2025/12/17/are-apple-gift-cards-safe-to-redeem
2•tosh•10m ago•0 comments

Running a full voice stack (ASR –> LLM –> TTS) locally with Docker

https://www.docker.com/blog/develop-deploy-voice-ai-apps/
1•3Sophons•11m ago•1 comments

systemd v259 Released

https://github.com/systemd/systemd/releases/tag/v259
1•voxadam•12m ago•0 comments

Engineering dogmas it's time to retire

https://newsletter.manager.dev/p/5-engineering-dogmas-its-time-to
1•flail•13m ago•0 comments

Ask HN: How are you building a company-wide MCP strategy?

1•shouche•14m ago•1 comments

Hatred of Israel Caused Iran's Water Crisis

https://aish.com/hatred-of-israel-caused-irans-water-crisis/
1•mhb•15m ago•2 comments

Show HN: Physically Based Shading Dojo in WebGL2

https://gnikoloff.github.io/webgl-pbr-dojo/
1•georginikolov•16m ago•1 comments

Legal AI startups sell fear, not products

https://theredline.versionstory.com/p/why-cant-43b-in-legal-ai-investment
2•jpbryan•16m ago•1 comments

How to Win Titular Metagames

https://taylor.town/how-to-title
1•surprisetalk•17m ago•0 comments

Please Just Try Htmx

http://pleasejusttryhtmx.com/
3•iNic•18m ago•0 comments

Ask HN: How to manage inbound calls/ emails/ texts etc.

1•duckkg5•18m ago•1 comments

The collab way for creators to find work and get paid

https://the-fuse.app/
1•iCeGaming•19m ago•1 comments

How agent workloads change the shape of data systems

https://tonbo.io/blog/tonbo-manifesto
1•ethegwo•20m ago•0 comments

Free Live Streaming Platform for Developers with No Catches

https://www.red5.net/blog/free-live-streaming-platform-for-developers/
1•mondainx•21m ago•1 comments

Show HN: SHM – Telemetry for self-hosted apps (no user tracking)

https://github.com/btouchard/shm
1•benjy3379•23m ago•0 comments

1.5 TB of VRAM on Mac Studio – RDMA over Thunderbolt 5

https://www.jeffgeerling.com/blog/2025/15-tb-vram-on-mac-studio-rdma-over-thunderbolt-5
2•bonyt•24m ago•0 comments

Trump Media is merging with a nuclear fusion company

https://www.theverge.com/news/847159/trump-media-tae-technologies-merger-nuclear-fusion
3•trueduke•25m ago•0 comments

Pandemic Lockdowns Changed a Songbird's Beak

https://www.nytimes.com/2025/12/15/science/covid-ecology-anthropause-birds.html
1•danso•26m ago•1 comments

MEV is an execution design problem

1•shdwapp•28m ago•0 comments

Jensen Huang: Israel has become Nvidia's second home

https://en.globes.co.il/en/article-jensen-huang-israel-has-become-nvidias-second-home-1001529537
1•mhb•28m ago•0 comments

Show HN: Open-Source B2B SaaS Starter Kit (Go, Next.js, RBAC, Polar)

https://github.com/moasq/production-saas-starter
1•moh_quz•28m ago•0 comments

The Impact of Technical Blogging

https://writethatblog.substack.com/p/the-impact-of-technical-blogging
1•cyndunlop•29m ago•0 comments

An Engineer's Critique of Physicalism (Materialism)

https://arrno.substack.com/p/an-engineers-critique-of-physicalism
1•arrno•29m ago•1 comments