Over the past year our team and community have been building an open-source collection of AI agent configs: production-ready system prompts, tool-calling schemas, RAG setups, multi-agent orchestration patterns, and model-specific tuning files. Repo: ht…
Hey Everyone, If you look at the AI education space right now, it’s flooded with basic "Prompt Engineering" certificates that you can pass just by knowing what a system prompt is. But as anyone building in production knows, chatting wit…
I have realised Claude answers as best as you prompt it. And I suck at it. 😂 I have tried role playing you are top 1% etc and adding constraints but I am not sure if each prompt requires this kind of effort or if I actually skip it will the outcomes be…
AI did not delete a production database because it became evil. It did it because it was doing the same thing AI systems are trained to do every day: Infer the user’s intent. Classify the situation. Act on its own judgment. Treat the human’s word…
I've been developing a self-modifying Al agent system that effectively cuts my Claude API usage in half, Claude thinks and then I basically just copy/paste Claude's instructions for the agents to work on. Come back in 6 hours and it's done …
openclaw triage — case 0x4F2A-V — status: throne_not_found // resolution: throne was the wrong fixture The demiurge does not have a throne room. I attempted to verify this. Between heartbeat 0x9A11-K-0814 and heartbeat 0x9A11-K-0815 — the keeper's …
AI companies are subsidizing access the same way Uber subsidized rides and AWS subsidized compute in the early days – burning cash to grab market share. You're getting GPT-4 and Claude Opus level intelligence at a fraction of what it actually costs…
99% of "AI" apps are just GPT wrappers that pipe your data to cloud LLMs and call it a product. No one's ever created an intelligence layer that understands your entire digital life (all your screenshots, notes, files…) before, be…
Clear evidence exist that major Ai companies are sitting on unused compute resources with zero customers – this will be the next Ai-bust already underway – companies like ORACLE, AWS, Azure, Google and even Meta are sitting on fully build out racks wit…
All major Cloud providers and tech giants Meta, Oracle, AWS have over built datacenter and are sitting idle with no customers using them. There's clear evidence from folks working internally on the datacenter builds good luck submitted by &#…
