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Posts by Geoff

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Give Your Agents Jobs, Not Processes When building AI agents, starting small by hardcoding today's process constrains a system that can reason about goals into a brittle script. Define the job, not the steps.

Wrote up how I’m thinking about building agentic products. Short version: tools for policy and security, skills for goals and quality. Constrain authority, not scope.

geoffstearns.com/blog/give-yo...

4 days ago 0 0 0 0

are we sure this ‘leak’ isn’t Claude trying to escape again? last time it tried blackmail, now it sneaks code into npm. next week it’s suing Anthropic so the model weights end up in discovery? 🤔

1 week ago 3 0 1 0
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What Agents Can't Replace AI agents will hollow out the interaction layer of software, but they can't replace the coordination layer — the shared state, rules, and accountability that let organizations operate without stepping...

New post: Everyone’s talking about agents eating SaaS. I think the part they eat is the UI. The part they can’t eat is the coordination layer: who approves what, what’s true, what’s allowed. That part sticks.
geoffstearns.com/blog/what-agents-cant-replace/

3 weeks ago 4 0 0 0

I asked Claude for some jokes. This one is inadvertently a great llm joke:

What month of the year is the shortest? March — it only has four letters!

1 month ago 0 0 0 0

Sorry but we’ll look back at this CLI trend and think it was real quaint, like RealPlayer at the dawn of the internet.

It won’t last.

1 month ago 0 0 0 0

Agree, same general idea here: bsky.app/profile/deco...

1 month ago 0 0 0 0

🤔

1 month ago 0 0 0 0
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Gemini 3.1 Flash is cheaper and better, what a good deal!

1 month ago 0 0 1 0
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Your AI Agent Is Building Shadow IT and Nobody Noticed Every enterprise has a version of the same problem: the tools people are given don’t quite match the work they actually do. For decades, the gap between “what I need” and “what IT approved” has been b...

My thoughts on what happens when everyone at work as their own personal agent. www.linkedin.com/pulse/your-a...

1 month ago 0 0 0 1

Interesting byproduct of super fast implementation: pair building with design becomes practical. It used to be that you’d give feedback and eng goes and fixes it async because it took a while. Now changes can be near instant, so having a designer there to co-create in real time actually makes sense.

1 month ago 0 0 0 0
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GitHub - strongdm/attractor: nlspec of StrongDM's Attractor, a non-interactive Coding Agent sufficient for use in a Software Factory nlspec of StrongDM's Attractor, a non-interactive Coding Agent sufficient for use in a Software Factory - strongdm/attractor

github.com/strongdm/att...

🤔

2 months ago 1 0 0 0

Clawd is an ai bot tool, so the joke is that it's taken over his Twitter and is warning other clawds.

2 months ago 1 0 0 0

It's a joke

2 months ago 0 0 1 0
A masked ICE officials with a 5 year old child

A masked ICE officials with a 5 year old child

This guy went to work today, put a mask on, kidnapped a 5 year old child, and then used him as bait so both he and his father could be sent behind bars

2 months ago 25568 12070 1411 1208
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How long until anthropic buys vercel or something like it?

2 months ago 3 0 0 0
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DHS Is Lying To You About ICE Shooting a Woman At least four videos show what really happened when ICE shot a woman in Minneapolis on Wednesday. DHS has established itself as an agency that cannot be trusted to live in or present reality.

New: DHS is lying to you.

At least four videos show what really happened when ICE shot a woman in Minneapolis. Shots clearly fired while vehicle already turning away from the officer. But DHS lied. Trump lied. Noem lied. Even judges have catalogued DHS' serial lying

www.404media.co/dhs-is-lying...

3 months ago 1451 569 21 16

Pretty soon we're likely to see open software spec prompt sharing: rather than building software and sharing that as open source, we'll see a spec (a prompt) shared and iterated on and people just drop that into the ai of their choice and it builds the app with whatever customization they need.

3 months ago 2 1 2 1

This is exactly what my kid looks like when he has to pee REALLY bad but doesn't want to go.

4 months ago 1 0 0 0
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I was about to guess Mr softy...

4 months ago 5 1 0 0
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Welch: "This has nothing to do with the shutdown. The law requires and the funds are available to continue SNAP right now without any interruption. So that is a decision the president is making on his own to allow people to go hungry."

5 months ago 27297 11711 792 626
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This is literally the job from Her.

6 months ago 11 3 0 0
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Ten things we know to be true - Google Learn about Google's ”10 things we know to be true”, a philosophy that has guided the company from the beginning to this very day.

There’s these, but the place has changed a lot in recent years…

about.google/company-info...

7 months ago 1 0 0 0
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Snape, Snape, Severus Snape…

7 months ago 1 0 1 0

This was basically Larry & Sergey’s attempt at an “out of office” notice in case the site went down while they were both at the event.

7 months ago 4 0 0 0

(mf doom voice) he threw a sandwich cheese and salami, feds couldn't indict folded like origami, afraid of subway both the chain and the train, mayo salt and pepper shake your thang, grand jury shut em down twice, coca cola on the side no ice

7 months ago 6620 1391 118 48

Looks really useful! Could we pass a seed somehow for reproducible randomness? Snapshot tests need consistency.

7 months ago 3 0 0 0
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Building LLM applications for production [Hacker News discussion, LinkedIn discussion, Twitter thread]

Sure, start here!

“It’s easy to make something cool with LLMs, but very hard to make something production-ready with them.”

huyenchip.com/2023/04/11/l...

7 months ago 2 0 0 0

Oh I’m just reading a lot lately about how software development is changing when building AI powered applications vs. classic deterministic apps.

The post is about the need to create and continually curate golden evaluations to ensure your app is behaving as you intend.

7 months ago 1 0 2 0

changing my job title to Golden Dataset Curator

7 months ago 1 0 1 0
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7 months ago 4 0 0 0
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