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Knowledge and Memory Management v0.0.2: Portable Knowledge Collection

BACKGROUND
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10 Jul
Knowledge-and-Memory-Management v0.0.2: Clean Release with Portable Agent Home

<p>This release updates the core knowledge and memory modules to streamline agent development. v0.0.2 focuses on three areas: multi-source knowledge collection, consolidated

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24 Jul
Knowledge-and-Memory-Management v0.0.2: Portable Knowledge Collection and Memory Management

<p>Welcome to the v0.0.2 release of Knowledge-and-Memory-Management, a tool designed for ingesting and managing knowledge from diverse sources. This release marks a clean release,

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1 Aug
Knowledge-and-Memory-Management v0.0.2: Portable Knowledge Collection and Memory Management

<p>v0.0.2 is out, and it's a clean release. That means breaking changes, no migration path from v0.0.1, and a deliberate purge of every absolute, user-specific path baked into the

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24 Mar
The 5-Layer Memory Architecture That Keeps Our AI Agent Running 24/7 Without Forgetting

<p>Most AI agents have amnesia.</p> <p>You close the chat window. They forget everything. Every session starts from zero. Every context window fills up and dumps the earliest

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15 Apr
Why I stopped putting LLMs in my agent memory retrieval path

<p>Every agent pipeline I've touched in the last eighteen months reinvents memory, and most of them do it badly.</p> <p>Planner decisions never reach the executor. Giant prompts

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10 May
We tried vectors, ASTs, and brute-force context stuffing for code retrieval. Graphs with LLM-generated semantics worked best. Here's what we learned.

<!-- SC_OFF --><div class="md"><p>We spent the last year building a code indexing system and tried pretty much every retrieval approach along the way. Sharing what actually worked

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4 May
The Model Is the Brain. The Harness Is the Body. Here's Why That Matters

<p><strong>TL;DR:</strong> I built the same browser agent twice — once with 500 lines of Python, once with 7 lines of JSON. The second one took 5 minutes. The agent harness layer

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29 Mar
Why I Built a Brain for My AI Agents — and What It Taught Me About Memory

<p>`---<br /> title: "Why I Built a Brain for My AI Agents — and What It Taught Me About Memory"<br /> published: true<br /> description: "Anamnesis v0.3.0: The cognitive

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