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What Production AI APIs Need Beyond Response = LLM(prompt)

https://medium.com/@lei-ye/what-breaks-after-your-ai-demo-works-638ac910f9fa
2•leiishta•1h ago

Comments

redhanuman•1h ago
the three questions he describes where did this output come from, what did it cost was it any good are the exact questions that kill you in week two of production nd the demo never surfaces them because demos dont hve billing alerts or angry users. the part most people skip is evaluation tracing and cost metering feel urgent because they show up as incidents bad outputs just look like user error until they dont.

Show HN: MOCC – Turn your MRR or follower milestones into beautiful mockups

https://mocc-delta.vercel.app/
2•suryanshmishrai•4m ago•0 comments

New Research Reassesses the Value of Agents.md Files for AI Coding

https://www.infoq.com/news/2026/03/agents-context-file-value-review/
1•noemit•6m ago•1 comments

Ask HN: Has finding more competitors ever made you more confident?

1•stokemoney•6m ago•0 comments

The Synthetic Data Playbook: Generating Trillions of the Finest Tokens

https://huggingface.co/spaces/HuggingFaceFW/finephrase
2•JoelNiklaus•8m ago•0 comments

72 commits in a day, a third of them reverting the rest

1•madebyjam•8m ago•0 comments

From Iran to Ukraine, everyone's trying to hack security cameras

https://www.wired.com/story/from-ukraine-to-iran-hacking-security-cameras-is-now-part-of-wars-pla...
2•asplake•19m ago•0 comments

How good is Claude, really?

https://alinpanaitiu.com/blog/how-good-is-claude-really/
2•dmoro•20m ago•1 comments

Watch Now: 'Gaza: Doctors Under Attack' – The Film the BBC Refused to Air

https://zeteo.com/p/watch-now-gaza-doctors-under-attack
4•abdelhousni•25m ago•1 comments

Show HN: TracePact – Catch tool-call regressions in AI agents before prod

https://github.com/dcdeve/tracepact
1•soydanicg•28m ago•0 comments

Add llms.txt and fix robots.txt for AI agent discoverability

1•nishiohiroshi•34m ago•0 comments

Show HN: JRD Garage – $99 one-time auto shop management (Mitchell1 alternative)

https://jrdconnect.com/apps
1•jaydurangodev•35m ago•0 comments

How to Talk About Books You Haven't Read

https://www.themarginalian.org/2012/06/15/how-to-talk-about-books-you-havent-read/
3•rramadass•36m ago•2 comments

Need Help: Promoting indie AI image edit platform VAKPixel

1•krishna-vakx•39m ago•1 comments

Show HN: Curiosity – DIY 6" Newtonian Reflector Telescope

https://curiosity-telescope.vercel.app/
2•big_Brain69•42m ago•0 comments

Shithead: The greatest card game in the world

https://shitheads.lovable.app
1•ZguideZ•48m ago•1 comments

Show HN: Malicious Extension Sentry: database of removed Chrome/Edge extensions

2•toborrm9•53m ago•0 comments

Show HN: TTS.ai

https://tts.ai/
1•nadermx•57m ago•0 comments

MCP vs. CLI for AI Agents

https://manveerc.substack.com/p/mcp-vs-cli-ai-agents
1•manveerc•57m ago•1 comments

Ivy – Bringing LLMs to 35M offline students in Ethiopia

1•zeshama•1h ago•0 comments

Abstraction Is Overrated

https://www.heise.de/en/blog/Software-Development-Abstraction-is-Overrated-11198327.html
2•goloroden•1h ago•0 comments

NeSystem (Fka NeKernel) v0.1.5

https://github.com/ne-foss-org/ne_system
2•Amlal•1h ago•1 comments

The End of Identity: AI, Plasticity, and the Divergence Machine

https://aneeshsathe.com/2026/03/07/the-end-of-identity-ai-plasticity-and-the-divergence-machine/
3•boredgargoyle•1h ago•0 comments

Trump says not mulling a draft executive order to seize control over elections

https://www.pbs.org/newshour/politics/trump-says-hes-not-mulling-a-draft-executive-order-to-seize...
3•pabs3•1h ago•1 comments

ScopeCreepSurvival

https://scopecreepsurvival.vercel.app/
1•ravenReema•1h ago•0 comments

Show HN: Joha – a free browser-based drawing playground with preset shape tools

https://joha-app.pages.dev/
2•smlee•1h ago•0 comments

Show HN: Neural-Q-Forge – a Rust-native quantum circuit forging framework

https://github.com/cleitonaugusto/nqf-community
1•CleitonAugusto•1h ago•0 comments

Am I scared?

https://www.avraam.dev/blog/am-i-scared
3•almonerthis•1h ago•1 comments

Feevio – Voice to Invoice in Seconds

https://feevio.com
1•danHayworth•1h ago•1 comments

Out of Distribution: Beauty Beyond the Algorithm's Comfort Zone

https://terminal-archive.com/extracts/saving-beauty
1•lufasz•1h ago•1 comments

"Design Me a Highly Resilient Database"

https://nikogura.com/DatabaseDesign.html
4•donutshop•1h ago•0 comments