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📰 Dev.to · martinlepage26-bit

Articles from Dev.to · martinlepage26-bit · 11 articles · Updated every 3 hours · View all reads

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I tried 4 approaches to AI agent memory. Here's what actually worked.
Dev.to · martinlepage26-bit 1d 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...
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Why Your CLAUDE.md Fails at Scale (and What to Replace It With)
Dev.to · martinlepage26-bit 1d 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...
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Managing AI Context Across Multiple Projects Without Context Bleed
Dev.to · martinlepage26-bit 1d 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....
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Why AI Code Review Keeps Flagging the Wrong Things (and How to Fix It)
Dev.to · martinlepage26-bit 1d 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...
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How to Architect AI Agent Memory That Survives Context Window Limits
Dev.to · martinlepage26-bit 1d 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...
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The 3 Notes Every AI-Assisted Project Needs Before the First Session
Dev.to · martinlepage26-bit 1d 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,...
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Every new Claude session started from zero. Here's how I fixed it.
Dev.to · martinlepage26-bit 1d 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...
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Most AI "Hallucinations" Are Context Failures, Not Model Failures
Dev.to · martinlepage26-bit 1d 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...
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The Real Cost of Rebuilding AI Context (And How to Stop Paying It)
Dev.to · martinlepage26-bit 1d 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...
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The one Obsidian note that stopped Claude from re-proposing ideas I'd already rejected
Dev.to · martinlepage26-bit 1d 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...
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The Context Window Is Not Your Memory
Dev.to · martinlepage26-bit 1d 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...
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