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Stop Saying "Agent" – Name the Work, Own the Output

https://btriani.medium.com/stop-saying-agent-name-the-work-own-the-output-a9a2902a5314

1•btriani•1h ago

Comments

btriani•1h ago

Author here. TL;DR: LLMs made language a UI, but “real work” hits two limits: context rot + accountability. I propose replacing “agent” with 4 modes (Producer/Retriever/Operator/Judge) and using 5 questions before shipping outputs. Would love critique on:

What’s the weakest part of the argument? What real-world counterexample breaks this framework?

Apple CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning

https://github.com/apple/ml-clara

1•nkko•41s ago•0 comments

A list of OSS libraries to deploy, monitor, version and scale Machine Learning

https://github.com/EthicalML/awesome-production-machine-learning

1•axsaucedo•1m ago•0 comments

Web/HTML Things to Avoid

https://www.catb.org/~esr/html-hell.html

1•todsacerdoti•6m ago•0 comments

When SIMD Fails: Floating Point Associativity

https://xania.org/202512/21-vectorising-floats

1•hasheddan•7m ago•0 comments

EpsteinVR using SHARP Gaussian Splat model

https://twitter.com/asciidiego/status/2002576498394644750

1•caiobegotti•8m ago•0 comments

Let's discuss: future of refactoring in the era of LLMs

1•ohcmon•9m ago•0 comments

Tired of sky-high memory prices? Buckle up, we're in this for the long haul

https://www.theregister.com/2025/12/20/memory_prices_dram/

1•TechTechTech•9m ago•0 comments

NIST tried to pull pin on NTP servers after blackout caused atomic clock drift

https://www.theregister.com/2025/12/21/nist_ntp_outage_warning/

1•6581•9m ago•0 comments

Ask HN: How do you integration-test AI / LLMs?

1•tom1337•13m ago•0 comments

The Art of the Scamp

https://www.mobas.com/updates/the-art-of-the-scamp

1•ulrischa•15m ago•0 comments

Show HN: Sora Watermark Remover for Android

https://desora.app

1•ruslan5t•17m ago•1 comments

Tegratop – A TUI monitoring tool for Nvidia jetson boards

https://github.com/pythops/tegratop

1•pythops•17m ago•0 comments

Drone with Unified Actuation for Wheeled Locomotion and Flight Operation

https://sites.google.com/view/duawlfin

1•simonpure•18m ago•0 comments

A Fair, Cancelable Semaphore in Go

https://healeycodes.com/a-fair-cancelable-semaphore-in-go

1•healeycodes•21m ago•0 comments

Ex-Splunk execs' startup Resolve AI hits $1B valuation with Series A

https://techcrunch.com/2025/12/19/ex-splunk-execs-startup-resolve-ai-hits-1-billion-valuation-wit...

1•rbanffy•21m ago•0 comments

AMD Reveals New Zen 6 Details in First Official Document – HotHardware

https://hothardware.com/news/amd-zen-6-performance-monitor-counters

1•rbanffy•22m ago•0 comments

Show HN: RenderCV – Open-source CV/resume generator, YAML → PDF

https://github.com/rendercv/rendercv

3•sinaatalay•27m ago•0 comments

Show HN: deeploy 0.1 – Terminal-first deployment platform (self-hosted)

https://github.com/deeploy-sh/deeploy

1•axadrn•27m ago•0 comments

HuggingFace Chat Exfiltrates Data

https://www.promptarmor.com/resources/huggingface-chat-exfiltrates-data

3•jerryShaker•27m ago•0 comments

Developer convenience, infrastructure cost, and losing the open web

https://blog.senko.net/developer-convenience-infrastructure-cost-and-losing-the-open-web

2•senko•29m ago•0 comments

Stack Exchange's Questions per Month

https://data.stackexchange.com/stackoverflow/query/1882532/questions-per-month

2•moralestapia•29m ago•1 comments

DisneyResearchHub: Bringing an Animated Character to Life in the Physical World [video]

https://www.youtube.com/watch?v=-L8OFMTteOo

1•_qua•30m ago•0 comments

Show HN: Vibey – Vibe Code in your Browser

https://github.com/martinpllu/vibey

1•pllu•34m ago•0 comments

Show HN: Gaming Couch – a local multiplayer party game platform for 8 players

https://gamingcouch.com

2•ChaosOp•34m ago•0 comments

Faster Practical Modular Inversion

https://purplesyringa.moe/blog/faster-practical-modular-inversion/

1•signa11•39m ago•0 comments

Show HN: Mushak – Zero config zero downtime Docker/Compose to server deployment

https://mushak.sh

2•hmontazeri•40m ago•3 comments

Preact without a build step, including routing and signals

https://ricardoanderegg.com/posts/preact-without-build-step-including-routing/

1•polyrand•42m ago•0 comments

Coarse Is Better

https://borretti.me/article/coarse-is-better

14•_dain_•45m ago•1 comments

Ask HN: What is still hard about system design with AI?

2•brihati•45m ago•0 comments

Show HN: BustAPI – A Python framework with a Rust core claiming 50x Flask speed

https://github.com/GrandpaEJ/BustAPI

2•ZOROX•47m ago•0 comments