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Lesson 01 of 04 · published

A Profile Is Frozen at Session Start

~11 min · profile, experiment, session_start

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A Strategy Is a Document, Not a Mood

A profile names the seams an experiment is allowed to vary: instruction depth, instruction budget, context length, truncation, compaction, tool set, guards, parallelism, orchestrator, routing, limits. It is hashed into session_start and rides every request. Changing a live session's soul mid-flight is not an experiment. It is editing the instrument while you claim to measure the specimen.

Want a different strategy? Open a new session on a new profile, or fork a prefix and continue under a recorded change. Reseed and fork copy a verified prefix into a new identifier. The source notebook is not rewritten. A later reader can say which hash was in force when a step ran.

Experiments differ by profile or reseed, never by editing a live session. If you had to poke the running turn to make the graph look right, you do not have a graph. You have a story.

What Frozen Does Not Mean

Operator transitions still append: model change, identity change, policy change. Those are lines. They are not silent mutations of the birth profile. Resume folds the latest state. The birth line remains what it was. Confusing the two is how a brain switch left metadata describing the birth brain — the record track already closed that hole.

Code

What a profile may name·text
instructions   bare | mini | full + budget
context        num_ctx, truncate, compact none|reseed|summarize
tools          set, guards, parallelism
orchestrator   loop | plan
routing        head leg, worker legs
limits         steps, tokens, wall clock

External links

Exercise

Write two profiles that differ by one seam — loop versus plan, or bare versus the mini door. Then write the cheat that would fake the same difference inside one session. The cheat is forbidden.
Hint
The cheat is usually 'I turned plan on after the first failure and kept the same ULID.'

Progress

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