Jeff Kazzee

@jeffkazzee.bsky.social

Independent Researcher in Agentic Nonsense, Software Archaeology, and Digital Shenanigans. <3 All fuzzy fiends and good boys. Zo Computer Ambassador.

Built a checker for my one writing rule yesterday. Found I'd never broken it, not once. Then pointed it at my READMEs and docs, where no rule applied. Failed immediately. Wasn't a discipline problem. My rule covered a small part of what I actually write. jeffkazzee.substack.com/p/my-writing...

My writing rule worked perfectly. That was a problem.

What I found when I finally automated the check, and the 1986 aerospace standard I used to fix it.

jeffkazzee.substack.com

Frickin' love my little good boy. He loves the water so this is a constant for him. Always dripping wet because I live close to the river. Lucky's such a happy-go-lucky fella.

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Your AI is not forgetful. It never knew you. Every new chat it can only work with what it can see, which is almost nothing. I wrote up the fix I actually use: five plain files it can read again tomorrow. Prompts included, not selling anything open.substack.com/pub/jeffkazz...

What Coding Taught Me About Making AI Useful

Why AI never remembers you, If you have ever re-explained your job to a chatbot for the third time, this one is for you.

open.substack.com

My GitHub graph is starting to snitch on me. While everybody else had hot girl summer. I had hot git summer. No beach pics. No yacht. No mysterious European vacation. It's just me, my laptop, too much coffee, and a GitHub contribution graph that finally started looking like it had a pulse.

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The white paper for BellaMente is live. Understand my personal thinking about agentic memory. Come to contribute or just shoot the shit through my various social medias. Not a large account, but I am sinking lots of time and money into OSS projects. the-little-ai-company.github.io/bellamente/p...

Whitepaper — Bellamente docs

A working draft of the Bellamente design paper — a single-process, local-first agent memory layer built so every recall, correction, and deletion leaves a durable artifact you can inspect.

the-little-ai-company.github.io

1/ Launching Bellamente 0.1.0: local-first, inspectable memory for AI agents. One binary — embedded Postgres + pgvector + local embeddings. No cloud, no telemetry. Your agent's memory stays on your machine, and you can read every byte of it. 🧵 github.com/The-Little-AI-Company/bellamente

GitHub - The-Little-AI-Company/bellamente: bellamente: local-first memory layer for AI agents

bellamente: local-first memory layer for AI agents - The-Little-AI-Company/bellamente

github.com

Bellamente v0.0.2 is out. It gives AI agents local-first memory you can inspect: durable facts, document recall, correction history, and visible recall traces on your own machine. Now install with npm, pipx, uvx, or direct binaries. the-little-ai-company.github.io/bellamente/

Bellamente - Memoria Viva for your AI agents

Local-first memory for AI agents. Every recall visible, every correction versioned, everything on your machine.

the-little-ai-company.github.io

Happy 250th! It might not feel like the normal 4'th, but there's something worth celebrating no matter how much you feel discouraged about the way things are. We have made progress the last 100 years, the government does not define what we are or who we are.

The new Vivary release is the one I wanted from the start: it works on projects you already have. tropo map reads any repo/vault into a map. create-vivary adopt makes it agent-native without touching your existing files. doctor --trend watches for drift. vivary.vercel.app

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The reason I use AI tools: 1/3 Epilepsy since I was 18, after a brain infection wrecked the year I was supposed to start building a career. The normal path just wasn't there anymore. So I built my own, slowly, out of free resources and stubbornness.

Vivary v0.2.8 is live. The headline: core Vivary stays deterministic and graph-first, while Cognee recall is now a separate optional adapter package. Typed packets first. Context-budget review before bloat. Semantic recall only after an explicit gate. vivary.vercel.app

Vivary — typed memory, search, and gates for AI agents

Vivary scaffolds the missing infrastructure for AI agents: typed project memory, search, visible state, reusable skills, and verification gates. One command from a human, zero prompts for an agent. Pl...

vivary.vercel.app

Vivary patch release is live vivary-tropo 0.2.2 fixes installed starter-pack reliability and Windows UTF-8 BOM handling for config/frontmatter. vivary-exo 0.2.1 keeps graph-native work claiming safe: exo claim local-ci-baseline --agent connie exo board exo conflicts tropo check No npm update needed

The next Vivary release is live. Typed memory, graph search, visible state, reusable skills, and a setup wizard for AI-agent workspaces. Plain Markdown. Any editor. npm create @vivary@latest my-workspace Use the latest published version for new installs. vivary.vercel.app

Vivary — typed memory, search, and gates for AI agents

Vivary scaffolds the missing infrastructure for AI agents: typed project memory, search, visible state, reusable skills, and verification gates. One command from a human, zero prompts for an agent. Pl...

vivary.vercel.app