Chroma
Open-source embedding database
Episodes
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#6025: When Should Claude Code Start a New Session?Long context windows don't fix stale context — they hide it. Why task boundaries, not token counts, are the real problem. -
#5812: One Number, Every Hard Question: Agent Session StateA shopping bot that holds one cart total turns out to contain every hard problem in agent state management. -
#4832: Your AI Memory Should Be Markdown FilesWhy your AI project memory should live in Git-tracked Markdown files, not a proprietary platform. -
#4347: Building an AI That Finds Your Blind SpotsCan LLMs surface the chain reactions you never see? A four-agent system for proactive preparedness. -
#4316: How to Build Memory That Survives AI SessionsWhy AI agents forget between sessions — and how to fix it with markdown files instead of black-box memory. -
#4296: Auto-Splitting AI Threads: Smarter Context ManagementHow to build a system that automatically detects topic shifts and routes messages to the right thread. -
#4092: How AI Remembers What You Never Told ItHow ChatGPT connected "wall anchors" to a power tool you bought days ago — without being asked. -
#3874: How to Tag 4000 Episodes Without Losing Your MindWhy tagging breaks at scale, and how a two-stage AI pipeline fixes it for good. -
#3553: Can AI Review Your Lease in Israel?Can AI actually understand Israeli tenant law? We explore the tools, the gaps, and how to build your own. -
#2911: Building a $180 Privacy-First AI WearableHow Omi's $99 dev kit lets you build a local-first voice productivity system that watches your screen. -
#2638: How to Build Disposable AI Agents at RuntimeCreate ephemeral AI agents that answer questions about specific items, then vanish. No persistent configuration needed. -
#1794: RAG Is Cheaper Than You Think (Until It’s Not)From a $1 embedding bill to a $10k/month vector database bill, here’s the real math behind RAG in 2026. -
#1784: Context1: The Retrieval CoprocessorChroma's new 20B model acts as a specialized "scout" for your LLM, replacing slow, static RAG with multi-step, agentic search. -
#1764: Your Repo as a Knowledge BaseHow to give AI agents instant memory of your entire project—without cloud costs or complex infrastructure. -
#371: Beyond the Etch A Sketch: Building Persistent AI MemoryWhy treat AI chats like disposable tissues? Discover how to turn years of prompts into a self-healing, evolving digital brain. -
#200: Why Graph RAG Beats Flat Vectors for AI MemoryExplore how the AI stack is evolving from simple vector search to complex Graph RAG and why the "boring" Postgres database is winning the race. -
#155: Building an Ideation Factory: Beyond Generic AI IdeasLearn how to overcome AI repetition and build a multi-agent "ideation factory" to solve complex local economic challenges. -
#127: Modular Code Indexing: Separating AI Memory from Intelligence