SSantosh·17h agoContext Engineering for AI Agents: Memory, State, Prompts, and SkillsSeparate context, memory, retrieval, working state, and skills. Build resumable records and reusable procedures that preserve source evidence.6 min read·blog.sant.sh
HHamza·5d agoI stopped prompting harder. I started engineering the loop.I used to ask AI for the whole app in one prompt. Then I would ask again, and again, and get a slightly different mess each time. The problem was not the model. It was the way I was working. One promp1 min read·loopengineeringai.hashnode.dev
AAdam Jaber·5d agoLLM Eval Noise: Run an A/A Test Before You Trust a Prompt WinScore your prompt against itself, count flipped cases instead of averages, and keep a holdout you touch once. With Python you can paste.11 min read·simplyexplained.hashnode.dev13A
MMuhammad Ahmad·6d agoAgent instructions that actually change behaviourMake agent instructions change behaviour: short CLAUDE.md rules with triggers, skills for how-tos, hooks for hard limits, and probe tests.9 min read·mahmadmanzoor.hashnode.dev2A
SSelfHealing·6d agoYour AI Agent Remembers the Wrong Things: A No-Code Memory Hygiene RoutineFive operator habits that stop stale knowledge, invented preferences and private notes from contaminating the agents your business runs on.5 min read·selfhealing.hashnode.dev
JJason Vertrees·Nov 4Give Your AI the Intent, Not Just the RuleA short memo on why prohibitions alone don't constrain coding agents.3 min read·jvertrees.hashnode.dev
LLeakBait team·Nov 4We built a prompt-injection game where each level adds one real defenseDisclosure: LeakBait is our own free project; this post was drafted with AI help. LeakBait is a browser game: a chatbot guards a fake 8-letter password and you try to talk it into leaking. Every run g2 min read·leakbait.hashnode.dev
LLearn Prompt with AI·Nov 4How to Write Better AI Prompts: The 4-Part Framework I Use Every DayMost bad AI output isn't the model's fault. It's the prompt's. When I started using AI tools for real work, my prompts looked like search queries: "write email about discount." The results were generi2 min read·learnpromptwithai.hashnode.dev
IIgnacio Di Rocco·Nov 3Why Generic Synthetic Examples Fail in Category-Specific ScenariosA targeted generator-prompt change, what 93.6% actually means, and lessons from AI Waiter4 min read·idirocco.hashnode.dev
PPromptclay·Nov 2Treat image prompts like functions: slots, locks and defaultsA small template system for Gemini and ChatGPT image prompts, built from five real ones7 min read·promptclay.hashnode.dev
