AI Agent Memory Systems for Production Hardening
Memory drift silently corrupts agent output. Here's the nine-type memory taxonomy, document grounding strategy, and monitoring signals we built to harden our multi-agent fleet.
March 10, 2026
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Field Notes
Build logs, tool reviews, and workflow wins from the front lines of AI-assisted development.
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Powered by Claude Opus 4.5—understands meaning, not just keywords. Try “how do I configure Claude Code?”
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Building The Crew
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Part 1/5
The Journey to Vibe Coding Dynamics 365: Part 1 - Setting the Stage
A traditional ASP.NET developer attempts the impossible: bringing vibe coding to Dynamics 365 F&O. Part 1 documents the challenge and why we're trying despite the odds.
December 18, 2025
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Part 2/5
The Journey to Vibe Coding Dynamics 365: Part 2 - The Build Server Epiphany
When my developer asked for help rebuilding our outdated D365 build server, I told him to ask AI instead. What we discovered changed everything: we don't need build servers anymore.
December 18, 2025
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