Algorise Journal·Notes from the team

We're writing it down. As we build.

Essays and field notes on building agentic systems — the patterns we use ourselves, the mistakes we'd rather you avoid, and the parts of the craft that don't fit in a demo.

Featured · Industry

20 June 2026·6 min read

Algorise — The team

We're in the fifth era of AI at work. Copy-paste, in-editor agents, CLI, planning, loops — and what an agentic company actually requires.

From ChatGPT copy-paste to Cursor to Claude Code to planning to scheduled loops — a field map of how agentic work evolved, and why memory and iteration come before orchestration.

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More writing

Industry19 June 20268 min read

An 8B model matched frontier quality at 462× lower cost. Compiling a fixed workflow into small model weights — and what it costs to stop.

A May 2026 paper compiles whole agent workflows into small model weights — 87–98% of frontier quality, up to 462× cheaper per conversation. The mechanism, the catch, and why the build question just shifted.

Algorise·The team

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