PUBLICATION INDEX

Research, with receipts.

Methods, postmortems, and live research questions from the Gaia laboratory. Every finding names its evidence; every unfinished study says so plainly.

Research publications

LABWIP EXPERIMENTAL

Context Diet

Local token-budget estimator; comparative benchmark results pending review.

Play Context Diet
POSTMORTEMVRF VERIFIED

The Compounding Cost of CI Failures

Postmortem of Epic #780 introducing CI Churn as a first-class cost metric.

Read the postmortem
RESEARCH PLANPRP PROPOSED

When Agents Report Their Own Cost

Proposed study of the gap between agent estimates, rate-card totals, and invoices.

Read the plan
PRODUCTACT ACTIVE

Gaia MCP

Model Context Protocol server exposing the Gaia Skill Tree to Claude Code, Codex, and Cursor.

Learn more
BENCHMARKVRF VERIFIED

Parallel Cheap-Scout Fan-Out Benchmark

Empirical study of parallel cheap-scout fan-out vs single mid-tier scouts across 360 runs: Pareto frontier, prompt-cache amplification, and flake rate reduction.

Read the benchmark & receipts
BENCHMARKVRF VERIFIED

The Hell Heaven Benchmark

Drug-trial method for scoring skills by marginal efficacy against model baselines. Arc I verified: baseline floor pricing, census, and machine-gated claim index.

Read the benchmark & receipts