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Articles 131,075Blog Posts 136,076Tech Tutorials 33,950Research Papers 25,448News 18,608
⚡ AI Lessons
Dev.to · martinlepage26-bit
2mo ago
I tried 4 approaches to AI agent memory. Here's what actually worked.
I tried 4 approaches to AI agent memory. Here's what actually worked. Six months ago I...
Dev.to · martinlepage26-bit
2mo ago
Why Your CLAUDE.md Fails at Scale (and What to Replace It With)
CLAUDE.md is one of the best ideas in AI-assisted development. A project-level instruction file the...
Dev.to · martinlepage26-bit
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Managing AI Context Across Multiple Projects Without Context Bleed
Single-project AI workflows are tractable. You have one CLAUDE.md, one context, one set of decisions....
Dev.to · martinlepage26-bit
2mo ago
Why AI Code Review Keeps Flagging the Wrong Things (and How to Fix It)
AI code review has a consistent failure mode: it surfaces generic issues and misses the ones that...
Dev.to · martinlepage26-bit
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
How to Architect AI Agent Memory That Survives Context Window Limits
The most common advice for giving Claude Code project context: write a CLAUDE.md file. Put your...
Dev.to · martinlepage26-bit
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The 3 Notes Every AI-Assisted Project Needs Before the First Session
Most advice about AI context management assumes you're building a full system. Vault architecture,...
Dev.to · martinlepage26-bit
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Every new Claude session started from zero. Here's how I fixed it.
Every new Claude session started from zero. Here's how I fixed it. There's a specific kind...
Dev.to · martinlepage26-bit
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
Most AI "Hallucinations" Are Context Failures, Not Model Failures
"Hallucination" is the word we use when an AI model produces something plausible but wrong. It's...
Dev.to · martinlepage26-bit
2mo ago
The Real Cost of Rebuilding AI Context (And How to Stop Paying It)
Here's a calculation most people haven't done: How much time per week do you spend getting an AI...
Dev.to · martinlepage26-bit
📋 Product Management
⚡ AI Lesson
2mo ago
The one Obsidian note that stopped Claude from re-proposing ideas I'd already rejected
The one Obsidian note that stopped Claude from re-proposing ideas I'd already...
Dev.to · martinlepage26-bit
🧠 Large Language Models
⚡ AI Lesson
2mo ago
The Context Window Is Not Your Memory
There's a conflation in how most people talk about AI memory that leads them to build the wrong...
DeepCamp AI