Refactoring Agent Skills: The Day My Context Window Died There’s a specific kind of pain you only experience once: You’re in Claude Code, you trigger a couple...
Fine‑Tuning Is a Knife, Not a Hammer Fine‑tuning has a reputation problem. Some people treat it like magic: “Just fine‑tune and the model will understand our d...
Introduction I’ve become interested in building a car‑analysis AI. The goal is to help users quickly understand a vehicle’s condition and history without manua...
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The Problem Isn’t Hallucination — It’s Drift When developers integrate large language models into products, the biggest issue isn’t hallucination. It’s reasoni...
Overview Putting everything into one long prompt and hoping it works is a common practice, but it often backfires. Adding more context can actually degrade the...
markdown !Cover image for Beyond the Buzzwords: Context, Prompts, and Toolshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,form...
Most guardrail systems for LLMs work like a bouncer at a bar: they check each request at the door, decide pass or fail, and then forget about it. I wanted somet...
With the advent of AI, the software‑engineering job is evolving, but our responsibilities remain. Producing code is no longer the hardest or most valuable part...
Introduction I’ve been building with LLMs for a while now, and I keep noticing the same pattern. A project starts simple: python response = client.responses.cr...
TL;DR: Upgrade your AI workflow with a lifetime subscription to ChatPlayground AI Unlimited Planhttps://zdcs.link/aR7VA8?pageview_type=Standard&template=article...
The Frustrating Fade: Why Claude Sessions Lose Context and How to Fix It I recently spent a frustrating afternoon wrestling with Claude, trying to build a comp...
