Resource-Aware Bounded Pilot

Goal

Define the smallest healthy way to validate the 1.2 Resource-Aware Operations surfaces in a real project slice.

This should happen before any benchmark or learning-layer ambition.

Why this exists

The 1.2 track now has:

• telemetry guidance
• waste heuristics
• progressive policy signals
• a runtime adapter shape
• advisory runtime / agent fit guidance
• planning-depth profiles
• readiness gates
• bounded examples

What is still needed is a clearer answer to:

• how should a team test these surfaces in real work?
• what should a bounded pilot actually prove?
• what should remain local instead of flowing back into the framework?

Pilot posture

A resource-aware pilot should be:

• small
• reviewable
• reversible
• evidence-oriented
• local-first

Do not begin with:

• benchmark infrastructure
• automatic routing
• cost optimization dashboards
• learning-layer claims

Good pilot candidates

A bounded pilot is healthiest when the slice already has at least one of these pressures:

• growing context drag
• repeated retries without new strategy
• heavier review burden than expected
• weak restart packages across a real handoff
• runtime fit that looks too strong or too weak for the actual slice

Good candidate shapes:

• bounded implementation with one review boundary
• constrained/local slice with stronger trust posture
• repeated maintenance round with visible retry waste
• cross-runtime or cross-lane handoff where restart quality matters

What the pilot should instrument

A small pilot should try to make at least these things legible:

1. Slice shape

• what kind of work this was
• what planning depth was used
• what runtime fit was chosen

2. Resource posture

• whether context stayed bounded
• whether retries rose or stabilized
• whether handoff size stayed proportional
• whether review burden felt acceptable

3. Gate posture

• whether readiness gates were checked explicitly
• whether the slice should have paused earlier
• whether a handoff would have been healthier earlier

4. Local constraints

• what trust / hosting rules were local
• what remained project-specific
• what should not be generalized into the framework

What the pilot should prove

A bounded pilot does not need to prove everything.

It is enough if it proves one or more of these:

• the 1.2 surfaces helped detect avoidable waste earlier
• the chosen planning depth was proportional or should have changed
• the runtime fit was healthier after an explicit review
• the restart package became clearer and smaller
• the framework surfaces were useful without expanding the core

Valid pilot outcomes

A healthy resource-aware pilot may conclude with:

• reinforced -> the current 1.2 surfaces were enough
• no-change -> the issue was local, not a framework gap
• example-needed -> the framework mainly needs a better worked example
• guidance-refinement -> wording or ordering should improve
• future-benchmark-signal -> repeated comparable patterns now exist, but benchmark is still deferred

The point is not to force a framework change every time.

What should remain local

A pilot should usually keep these things out of the framework core:

• provider-specific rules
• exact trust-boundary thresholds
• local routing defaults
• local approval workflow details
• local cost ceilings and procurement choices

Those belong in the project extension layer or local operating rules.

Healthy closure

A bounded pilot closes well when it leaves behind:

• a compact reviewable summary
• what the framework helped with
• what remained local
• what, if anything, deserves another example or later track follow-up

That is enough to mature the 1.2 track proportionally.

Suggested next reading

• docs/resource-aware-operations-roadmap.md
• docs/progressive-policy-signals.md
• docs/planning-depth-profiles.md
• docs/readiness-gates-spec.md
• docs/resource-aware-pilot-review-checklist.md
• starter-pack/templates/resource-aware-pilot-review-template.md