I get the need for standardization, but through global governance like a W3C for AI

The protocol graveyard keeps growing. SOAP died. BPEL faded. ESBs collapsed under their weight.

LLMs should adapt to established standards, not the other way around.

Keep. It. Simple.

Love this tiny thought from Shane Parrish

💯 Adequate test coverage is a prerequisite for refactoring.

Started coding in college making simple tools. My first app just needed addition and if-else logic. Start small, focus on solving real problems - math will follow naturally when needed!

Great to see one of our customers already getting strong results with Brain Studio! Looking at their first week of data, they've maintained consistently high success rates (>95%) while processing over 500K tokens. Love seeing Brain Studio help developers ship with confidence! 💪

The rest? Getting stakeholders aligned, navigating compliance for sensitive data, and honestly just understanding what users actually needed vs what they said they wanted.

While everyone's obsessing over models that can "replace engineers", they're missing the real story. We just had a project where the tech was maybe 40% of the challenge.

Try @deno.land or Bun too. Lot of innovation in this space

And please, spare me the 'but fraud protection!' sermon. Yes, it's nuanced, but 2-3% in 2024?

AGI probably already exists but it's trapped in an infinite loop trying to find the 'Submit' button on a government site 🙂

Repository and documentation will be available soon. If you're interested in early design discussions or contributing, especially around telemetry integration, let's connect.

4/4
We're currently using this library with our DECSEA (Deterministic Code Synthesis via Execution Analysis) system, which successfully generates 30-50% of its own implementation code through controlled LLM interactions.

#LLMs #Java #OpenSource #buildinpublic