GQ-002 · 10× the Agent Layer

What changes would make the complete provider-neutral SISO agent layer ten times more effective per unit of time, attention, and compute?

SISO Open Source Foundation

active

answered

Current · assessed 2026-08-02 · review by 2026-09-01

Run one paired agent task with and without the evidence-aware context and receipt path, including retrieval and repair overhead in the comparison.

gls:release:b95eeca5-ed9d-48ac-858c-f6d62065cd29 · program-metadata-1.0.0+ea7f0e4

Not released — the selected Release contains question-program metadata, not an answer artifact.

hybrid

public agent harnesses and orchestration systems · released SISO Agent Stack components · privacy-safe operational measurements · memory, routing, budget, and handoff mechanisms

A ranked leverage map whose recommendations each carry measurements, external analogues, an experiment, and a falsifiable success threshold.

Re-answer after material stack changes or when new measurements overturn the current bottleneck model.

public metadata only

Evidence-aware context improves representative agent-task outcomes enough to justify its retrieval and authoring overhead. Scope: evidence-aware agent context · Falsifier: Paired representative tasks show no material correctness, intervention, reconstruction, or cost improvement after repair overhead is included. · Depends on: none · Evidence: EC-GQ002-OPERATING-PLAN · Review: 2026-08-02

Privacy-safe causal lineage and observation receipts make routing and capability decisions more reconstructable than untyped session summaries. Scope: agent outcome reconstruction · Falsifier: Independent reviewers cannot reproduce a routing or promotion decision more reliably from typed receipts than from the existing evidence path. · Depends on: none · Evidence: EC-GQ002-SEED-REVIEW · Review: 2026-08-02

The operating plan connects question demand, evidence, reversible experiments, measured outcomes, and returned learning without assigning truth to runtimes. Owner: The Great Library of SISO · Supports: QA-GQ002-CONTEXT-VALUE · Challenges: none · Observed: 2026-08-02

The public Work records that operational evidence and the existing answer remain unpublished rather than copying sensitive measurements. Owner: SISO Evidence Engines · Supports: QA-GQ002-LINEAGE-VALUE · Challenges: none · Observed: 2026-08-02

The public frame requests evidence about agent-layer leverage while private measurements and execution authority remain owner-held. Owner role: question steward · Status: proposed · Recorded: 2026-08-02T00:34:00+07:00 · Truth: not applicable · Predecessors: none · Assumptions: QA-GQ002-CONTEXT-VALUE, QA-GQ002-LINEAGE-VALUE