Research Loop Audit

Run ID: toy-e2e-final3

Status: task_complete

Original goal

# Goal

Build a sourceability map for a future "data-center forecast vs actual" dataset.
The final dataset should track, quarter by quarter, what public companies forecasted
about AI/data-center capacity and what they actually delivered. It should identify
source URLs, extractable metrics, update cadence, caveats, and the best MVP company set.

## Target Companies

ORCL, MSFT, AMZN, GOOGL, META, CoreWeave, DLR, EQIX, IRM, APLD, CORZ, IREN, WULF,
CIFR, HUT, NBIS/Nebius, NVDA, Vertiv, Eaton.

## Metrics Of Interest

- live capacity
- capacity added this quarter
- capacity under construction
- future capacity / pipeline
- secured power
- lease commitments
- cloud capacity commitments
- capex actuals
- capex guidance
- RPO / backlog
- revenue conversion
- pre-leased percentage
- expected commencement window

## Source Preference

Primary:
- SEC 10-Q / 10-K / 8-K
- investor presentations
- earnings press releases
- earnings call transcripts
- quarterly supplements
- company IR pages

Secondary discovery:
- Data Center Dynamics
- Data Center Frontier
- The Buildout
- SemiAnalysis
- Structure Research

Use secondary sources for discovery only unless they quote exact management statements.

Current task

(none)

Completed tasks

Task history

Create a 3-company sourceability mini-matrix for ORCL, MSFT, and DLR. For each company, identify likely primary source types, 2-4 exact URLs or source locations if discoverable, extractable metrics, update cadence, extraction difficulty, and caveats. This is a toy task to prove the loop works; do not attempt the full 20-company matrix yet.

Immediate MVP task from goal.md — prove the loop before scaling.

Status: passed

Review cycles: 1

Acceptance criteria

Expected artifacts

Artifacts

Agent calls & decisions

TimeIterRoleTaskVerdict DecisionsBlockersArtifacts
2026-06-07T08:58:49.613277+00:000systemstart
[
  "run started"
]
[]
2026-06-07T08:58:49.644597+00:001plannerCreate a 3-company sourceability mini-matrix for ORCL, MSFT, and DLR. For each company, identify likely primary source types, 2-4 exact URLs or source locations if discoverable, extractable metrics, update cadence, extraction difficulty, and caveats. This is a toy task to prove the loop works; do not attempt the full 20-company matrix yet.
[
  "Immediate MVP task from goal.md \u2014 prove the loop before scaling."
]
[]
2026-06-07T09:00:25.659369+00:001workerCreate a 3-company sourceability mini-matrix for ORCL, MSFT, and DLR. For each company, identify likely primary source types, 2-4 exact URLs or source locations if discoverable, extractable metrics, update cadence, extraction difficulty, and caveats. This is a toy task to prove the loop works; do not attempt the full 20-company matrix yet.
[
  "**Decisions**",
  "Chose ORCL, MSFT, and DLR only, as requested. I treated SEC filings, company IR quarterly pages, earnings releases, transcripts/webcasts, and DLR supplements as PRIMARY. Secondary sources are excluded from the matrix except as future discovery aids.",
  "**Evidence**",
  "PRIMARY sources consulted: Oracle IR earnings release and SEC 10-Q; Microsoft IR FY26 Q3 metrics, press release, SEC filings page; Digital Realty IR quarterly results page and SEC filing link.",
  "SECONDARY-DISCOVERY sources consulted: none used materially for the artifact.",
  "## ARTIFACT: sourceability_mini_matrix.md",
  "# Sourceability Mini-Matrix: ORCL, MSFT, DLR",
  "Purpose: prove sourceability for a future quarterly \"data-center forecast vs actual\" dataset tracking what companies forecast about AI/data-center capacity and what they actually deliver."
]
[]
sourceability_mini_matrix.md
2026-06-07T09:00:37.667966+00:001reviewerCreate a 3-company sourceability mini-matrix for ORCL, MSFT, and DLR. For each company, identify likely primary source types, 2-4 exact URLs or source locations if discoverable, extractable metrics, update cadence, extraction difficulty, and caveats. This is a toy task to prove the loop works; do not attempt the full 20-company matrix yet.PASS
[
  "review cycle 1"
]
[]
sourceability_mini_matrix.md

Generated 2026-06-07T09:00:37.672679+00:00