Shovon Saha·Jun 18I Don’t Engineer Prompts. I Engineer Where the Words Sit.A while back I noticed something about my own prompts that I couldn’t explain at first. The good ones, the ones that actually produced…
Shovon Saha·Jun 17Karate kid Wax On, Wax Off: What Music Theory Taught Me About RAG SystemsI’ve been playing guitar for years. Recently I built the Toronto Open Data Assistant, a conversational AI that won first place in the…
Shovon Saha·Jun 14The AI Doesn’t Forget. It Just Remembers Wrong.How long conversations quietly mislead the AI and why it matters to everyone.
Shovon Saha·Jun 13Canada Just Promised 250,000 New AI Jobs. Another Report Says AI Could Cost 550,000 Jobs First.Both numbers are in the same week of news. Nobody’s putting them side by side. Let’s fix that.
Shovon Saha·Jun 13The US Government Just Shut Down Anthropic’s Newest Claude AI Models.Here’s a timeline that sounds made up but isn’t.
InStackademicbyShovon Saha·Jun 11Practical Agent Architecture: State, Failure Recovery, and the Hidden Variables of Reliable LLM…Lessons from multi-product LLM development and the hidden variables that dictate real-world reliability.
Shovon Saha·Jun 1Language is the execution medium. The input block is the program.One block in. one block out.
Shovon Saha·May 28GitHub Robbed: By a VS Code Extension (And Why I Audited Mine at 11pm)Attackers don’t need a zero-day. They just need you to click ‘install’.