
Sandip Wane
1.2K posts

Sandip Wane
@sandipwayne
AI Engineer | Building at @cloudhedgeio | Husband to @paw_lish
Pune, India Bergabung Temmuz 2009
1.4K Mengikuti115 Pengikut

@kitlangton Is this purely from replacing the existing functionality with Effect TS lib?
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lol, so cringe but so good. Love it
JNS@_devJNS
Claude code so freaking good lately, someone dropped a banger on it 😂
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This is my favorite blog to share when someone asks how to write an Agent.
Thorsten Ball@thorstenball
A year ago we just said the emperor has no clothes. ampcode.com/notes/how-to-b…
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I’ve climbed my way from the left side of that curve to the right.
Josh@josh_bickett
What is an AI agent?
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Sandip Wane me-retweet

seems obvious but:
things that are changing rapidly:
1. context windows
2. intelligence / ability to reason within context
3. performance on any given benchmark
4. cost per token
things that are not changing much:
1. humans
2. human behavior, preferences, affinities
3. tools, integrations, infrastructure
4. single core cpu performance
therefore,
ngmi:
1. "i found this method to cut 15% context"
2. "our method improves retrieval performance 10% by using hybrid search"
3. "our finetuned model is cheaper than opus at this benchmark"
4. "our harness does this better because we invented this multi agent system"
5. "we're building a memory system"
6. "context graphs"
7. "we trained an in house specialized rl model to improve task performance in X benchmark at Y% cost reduction"
wagmi:
1. product/ui
3. customer acquisition
4. integrations
5. fast linting, ci, skills, feedback for agents
6. background agent infra to parallelize more work
7. speed up your agent verification loops
8. training your users, connecting to their systems and working with their data, meeting them where they are
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@Madisonkanna @thdxr At this point I’m not sure if this is actually @thdxr and honestly I’m afraid to ask
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@thdxr @thsottiaux Could be an opt-in though. In the opencode.json or something. This way repo owners can know and decide if they want it
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Do people like this? We don't do this for codex because it exists to help you and it's important that you remain the owner and accountable for your work without AI taking credit. At the same time it does mean that you can't trace how popular codex is among repos.
Yuchen Jin@Yuchenj_UW
I noticed something interesting: Claude Code auto-adds itself as a co-author on every git commit. Codex doesn’t. That’s why you see Claude everywhere on GitHub, but not Codex. I wonder why OpenAI is not doing that. Feels like an obvious branding strategy OpenAI is skipping.
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Sandip Wane me-retweet

👋 Roughly, the more tokens you throw at a coding problem, the better the result is. We call this test time compute.
One way to make the result even better is to use separate context windows. This is what makes subagents work, and also why one agent can cause bugs and another (using the same exact model!) can find them. In a way, it’s similar to engineers — if I cause a bug, my coworker reviewing the code might find it more reliably than I can.
In the limit, agents will probably write perfect bug-free code. Until we get there, multiple uncorrelated context windows tends to be a good approach.
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Sandip Wane me-retweet

@kianmckenn @kitlangton has a good metaphor it's like tending a garden
can let ai code grow but you have to aggressively clean up after it and be diligent about architecture and patterns
codebase is ok it will get better
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Sandip Wane me-retweet











