Pavel Shchegolev
Pavel Shchegolev@26c3118f
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Experiments to prioritise work under contract pressure

Small, focused experiments with 2 people surfaced which streams to keep vs deprioritise and produced reusable tooling (an LLM wrapper + experimental flag) that should speed future decisions.

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Created May 19, 2026Updated 23 days ago

Experiments to prioritise work under contract pressure

Work·Engineering, Process, ML

EmergingHow-toA repeatable procedure

Under tight contractual obligations and unclear vectors of work, conducted a set of experiments with 2 team members. We identified and prioritised/deprioritised streams of work. Result: we got a tool that wraps everything to an LLM — add-experimental-flag/SKILL.md.

Key Insight

Small, focused experiments with 2 people surfaced which streams to keep vs deprioritise and produced reusable tooling (an LLM wrapper + experimental flag) that should speed future decisions.

Context

Contractual deadlines and unclear work directions created pressure to triage work fast. We ran experiments with 2 team members to test assumptions and surface high-value streams quickly.

experiments
prioritisation
LLM
experimental-flag
tooling
team

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