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calebrrrr.bsky.social
CaleBrrrrrrrrrrr
@calebrrrr.bsky.social
I manage and grow communities where founders, operators, engineers, and no-code builders explore how AI can help us and we can help it.

My mission is simple: You measure it, improve it.
Pinned
We grew an open-source project from nothing… then had to put it into hibernation.

Not because it wasn’t working, but because with limited funding and a tiny team, keeping it alive was pulling us under. (1)
What if your agent could decied when to remeber, like taking notes during meeting?
Traditional approach: Agent retrieves memories at EVERY turn. (wastes tokens, slow process, costs add fast
Memory-as-a-Tool: Agent calls create_memory() only when the conversation contains info worth persisting.
November 27, 2025 at 11:55 AM
Is there a platform for or like a knowledge network where contributors get credit/royalties when #LLMs uses their modules.
November 25, 2025 at 12:04 PM
People have been tweeting a lot about AI releases like Claude Opus 3.5, Gemini 3.0, what is ChatGPT doing, etc, so let me just write something worth sharing, Chief scientist at Meta AI, Prof. is leaving Meta AI, and will be focusing on world models.
November 24, 2025 at 8:32 AM
Is it true tools and model like Claude, Jasper, Ada, Grok, and Alexa seems named the way they are named to make technology feel more approachable.

If you had an AI #Automation tool what would you #name it?
November 24, 2025 at 5:39 AM
Sam Altman: “Congrats to Google on #Gemini 3 — looks like a great model.” Then OpenAI drops a short note and a system card for #GPT 5.1-Codex-Max, its long-horizon, agentic coding model, now pushing into IDEs and agentic workflows. Are we watching an IDE arms race?
November 20, 2025 at 6:10 AM
#Gemini 3 is a steady, incremental update — not a revolution.
But incremental updates matter, because they show where #Google is quietly pushing the model.
November 19, 2025 at 7:08 AM
#Claude sometimes has a known issue where its internal reasoning tags () #leak into the final output. It's so amazing yet a bit strange (who are you talking to in there, to yourself? Wow! why?)
November 19, 2025 at 5:05 AM
Do you think our obsession with speed will ever cease (like a poetry) but yeah I just read somewhere about microsoft super factory so it dawn to me.

Link: www.wsj.com/tech/ai/insi...
Exclusive | Inside Microsoft’s New AI ‘Super Factory’
The tech giant is building out huge data centers among the most advanced in the world as it rushes to meet demand for AI computing power.
www.wsj.com
November 18, 2025 at 12:02 PM
#OpenAI is exploring the introduction of advertisements in #ChatGPT as a new revenue stream, following its subscription model, what do you think about this? seems like a pretty inevitable move?
November 18, 2025 at 11:05 AM
@Google DeepMind just launched #WeatherNext 2, an AI weather model that predicts global patterns up to 8× faster than traditional methods.

It generates reliable hourly forecasts and processes hundreds of possible outcomes within a minute.
November 18, 2025 at 4:38 AM
When talking to an #LLM, it feels like we finally made a mirror we cannot look away from. Just saying
November 17, 2025 at 11:53 AM
The AI race isn't about who has the most GPUs.
It's about who can complete the most learning cycles per year.
Speed creates a compounding advantage that becomes nearly impossible to close. Here's how the major labs are optimizing for it: 🧵
November 17, 2025 at 10:33 AM
We grew an open-source project from nothing… then had to put it into hibernation.

Not because it wasn’t working, but because with limited funding and a tiny team, keeping it alive was pulling us under. (1)
November 14, 2025 at 1:30 PM