Semper AI field notes
What we learn while building data and AI systems.
Technical notes, buyer guides, and field reports from our client work and product development.
4 articles in the archive.
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ReadProduct & Field Notes April 4, 2026
Every Agent Wakes Up Blank: A Field Map of AI Memory in 2026
A field map of AI memory in 2026: consumer memory products, developer frameworks, and file-first architectures are solving different problems.
ReadProduct & Field Notes April 4, 2026
How Retrieval Tuning Exposed the Real Bottleneck in My Memory
A structured memory system scored 40% on recall probes until five retrieval settings raised it to 90%.
ReadProduct & Field Notes March 3, 2026
How Agent Commander Coordinates AI Agent Teams
A look at the controls we built for task routing, memory inspection, review, logs, and cost tracking across multiple AI agents.
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4 notes- 01Read
Product & Field Notes April 9, 2026
Why We Built Reminos for Agent Commander
A memory system for one personal AI assistant became part of the foundation for coordinating multiple agents.
- 02Read
Product & Field Notes April 4, 2026
Every Agent Wakes Up Blank: A Field Map of AI Memory in 2026
A field map of AI memory in 2026: consumer memory products, developer frameworks, and file-first architectures are solving different problems.
- 03Read
Product & Field Notes April 4, 2026
How Retrieval Tuning Exposed the Real Bottleneck in My Memory
A structured memory system scored 40% on recall probes until five retrieval settings raised it to 90%.
- 04Read
Product & Field Notes March 3, 2026
How Agent Commander Coordinates AI Agent Teams
A look at the controls we built for task routing, memory inspection, review, logs, and cost tracking across multiple AI agents.
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