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AI - expert notes
AI - expert notes Key resources in the AI synthesis technology neural space: Bci Alzheimers Trea…
Context Engineering: The Discipline That Determines What Your LLM Actually Sees
Prompt engineering asks: how do I phrase this instruction? Context engineering asks: what informatio…
OpenAI vs Anthropic vs Global API Affiliate: Commission Showdown
I went down a rabbit hole last month trying to figure out which AI API affiliate program is actually…
How Hermes Agent's Memory Loop Fixes AI Amnesia
The Amnesia Problem: Why Most AI Agents Are Stuck in the Past Every time you open ChatGPT, Claude,…
Twitter Lead Generation Guide: How to Get More Customers From Twitter
Twitter is more than a social media platform. For many businesses, it has become an important source…
Twitter Lead Generation Guide: How to Get More Customers From Twitter
Twitter is more than a social media platform. For many businesses, it has become an important source…
A Better LLM Judge? The Rubric Made My Small Model Worse
In Part 2 I built the laziest possible LLM judge — a tiny model (Qwen2.5-1.5B) and a one-line rubric…
What Actually Happens When You Call an LLM API
you've felt it. you type a prompt, hit send, and the response starts streaming in under a second. s…
AI: complete breakdown
AI: complete breakdown Key resources in the AI synthesis technology neural space: Bci Alzheimers…
LLM-as-a-Judge: I Built One From Scratch, Then Checked It Against Humans
In Part 1 the model's job was to pick one of 77 labels, so I could check it with ==. But most real L…
I Reworked AI Memory Using Hindsight and Cascadeflow
When I first started wiring this system together, the hardest problem wasn’t the dashboard or the Re…
Why IaaS Is No Longer Enough in the AI Era
` You can have the best GPUs in the world and still fail to deliver results. That is the uncomfort…