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The REM Cycle: What Background Memory Consolidation Actually Does

7h ago · 9 min read · Your AI Agent Has Been Awake for Three Months Straight What happens when you finally let it sleep You would not trust a surgeon who had not slept in a week. Not because they would forget how to operat

OpenAI Agents SDK: We Built a Production Agent.

7h ago · 7 min read · We Built a Production Agent. Then We Realised It Had No Memory. Six weeks in. The agent was working. It could search. It could summarise. It could hand off tasks between sub-agents, respect guardrails

Standard RAG vs Associative Memory: Why Similarity Isn’t Enough

7h ago · 7 min read · Your AI Can’t Connect the Dots. Here’s Why You ask your AI assistant: “What language does the developer who likes dark mode use?” It returns two snippets. One about dark mode. One about Rust. Clean si

World-Building with Persistence: Narrative Layers in AI Agents

7h ago · 9 min read · Your AI Forgot Your Story. Here’s Why — And How We Fixed It. Standard AI models are great at vibes, but terrible at truth. You can tell an agent that the sky is toxic and the main character is a debt-

The Hairball Problem — Memory Compression for AI Agents

7h ago · 7 min read · AI Engineering · Memory Systems · Graph Theory Every AI agent accumulates memory over time. Without a compression strategy, that memory becomes an unsearchable mess of contradictions, duplicates, an