Today I came across something called llmfit, and I genuinely liked how practical the idea is.Continue reading on Medium »
There is a specific kind of magic in seeing a high-fidelity static photograph begin to breathe. For me, this project wasn’t about a…Continue reading on Medium »
Source: Image by MicrosoftIf you have been building with the earlier beta versions of Microsoft’s Agent Framework, take a deep breath. The new 1.0.0 release isn’t just a small cleanup or a few bug fixes — it is a massive architectural shift.At first gl…
Introduction: The Modern Crisis — Data Sovereignty.In early to mid-2023, global technology enterprises became acutely aware of a significant threat to their privacy and data security. The source of this issue was the employees themselves; whether inten…
Reliable Agentic Development on a €40 Budget: Dependency-Aware Orchestration for Claude, Codex, and Human-in-the-LoopMost agentic coding demos show the happy path: AI gets task, AI writes code, done.What they don’t show is who decides what the tasks ar…
Why generic bots fail and how to build an AI reviewer that actually understands your team’s unwritten rules.Continue reading on Towards AI »
The Data Warehouse That Built Itself: Powered by Snowflake CoCoHow Snowflake’s Cortex Code (CoCo) turned plain English instructions into a fully working star-schema warehouse. No boilerplate, no hand-coded DDL.There is a moment in every data engineerin…
React + FastAPI + Lakebase + Genie API, scaffolded with ai-dev-kit and deployed to Databricks Apps.Continue reading on Towards AI »
You use multiple AI tools. Each one knows a piece of you. None of them knows the whole picture. That led me to build a memory layer to help address the problem.You’ve spent months with your AI tools. Not training them deliberately, just using them. Eve…
The company that warns about “unprecedented cybersecurity risks” can’t secure its own blog CMS. Welcome to vibe coding AI in 2026.Continue reading on Towards AI »