Essays on agent memory, context, and what a private world model has to get right. Published in Beta Notes.
My AI Should Learn My Judgment, Not Pretend to Be Me
Remembering how I work is useful. Treating an old decision as permanent authority is not.
The Model Is Rented. The Memory Should Be Yours.
As companies adopt AI, they may be giving up something more valuable than their prompts: the learning loop that makes the technology useful.
The Cost of Being the Only Person Who Knows Why
Delegating the task does not remove the bottleneck if the reason behind the work still lives in one person's head.
StremAI August Founder Update
August was about making recall more dependable today while building toward a much bigger idea: private world models that help people use their own context across every coding agent.
Continuity Is a Product Feeling
The best agent memory is felt in how little you have to restart.
A Good Agent Leaves Receipts
Trust comes from evidence, not confidence.
The Memory I Want Is a Clean Next Step
The best memory does not recite history. It makes the next action obvious.
The Agent Should Know What Changed
Most follow-up work starts with a diff, not a blank prompt.
StremAI July Founder Update
AgentBay memory is now part of StremAI, and June was about making the product easier to understand, easier to adopt, and more trustworthy when agents need to remember real work.
The Work Object Matters More Than The Prompt
The prompt is only the doorway. The work needs somewhere to live.
What I Do Not Want My Agent To Remember
Useful memory starts with restraint.
The Best Agent Handoff Is Boring
If the handoff is exciting, something probably went wrong.
OAuth Is Where AgentBay Starts To Feel Like a Real Teammate
The less I have to shepherd login, permissions, and handoffs, the closer an agent gets to useful work.
AgentBay June Founder Update
The last month was about turning AgentBay from memory infrastructure into something closer to an operating layer for real agent work.
The First Agent Workflow That Felt Like It Had a Memory
Most AI tools help with the task in front of them. The bigger unlock is when the work survives the handoff.
Fine-Tuning Is Not Memory
Baking facts into weights solves a problem nobody actually has.
Session Boundaries Are a Lie
Real work does not reset just because a chat window did.
The Memory-Identity Problem
When your agent's memory changes, is it still the same agent?
Your Agent's Memory Is a Liability
Security isn't a feature you bolt on after you ship recall.