Research Loop Audit

Run ID: toy-e2e-003

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: in_progress

Review cycles: 1

Acceptance criteria

Expected artifacts

Complete and validate the 3-company sourceability mini-matrix for ORCL, MSFT, and DLR in sourceability_mini_matrix.md.

The loop has already started this toy proof-of-process task and no tasks are marked complete. Finishing the mini-matrix will create the first auditable artifact and establish the sourceability schema before expanding to the full company set.

Status: passed

Review cycles: 1

Acceptance criteria

Expected artifacts

Artifacts

Agent calls & decisions

TimeIterRoleTaskVerdict DecisionsBlockersArtifacts
2026-06-07T08:30:57.348963+00:000systemstart
[
  "run started"
]
[]
2026-06-07T08:30:57.382023+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."
]
[]
2026-06-07T08:32:27.996230+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, with primary-source-heavy coverage. I treated this as a sourceability map, not a data extraction pass, so the artifact emphasizes where recurring quarterly fields can be harvested and where caveats will affect forecast-vs-actual matching.",
  "**Evidence**",
  "PRIMARY sources consulted: company IR earnings pages, SEC 10-Q/10-K filings, quarterly earnings releases/supplements for Oracle, Microsoft, and Digital Realty.",
  "SECONDARY-DISCOVERY sources consulted: none relied on for facts in the artifact.",
  "## ARTIFACT: sourceability_mini_matrix.md",
  "# Sourceability Mini-Matrix: ORCL, MSFT, DLR",
  "Scope: toy 3-company sourceability matrix for a future quarter-by-quarter \u201cdata-center forecast vs actual\u201d dataset."
]
[]
sourceability_mini_matrix.md
2026-06-07T08:37:28.836296+00:000systemstart
[
  "run started"
]
[]
2026-06-07T08:37:43.142776+00:001plannerComplete and validate the 3-company sourceability mini-matrix for ORCL, MSFT, and DLR in sourceability_mini_matrix.md.
[
  "The loop has already started this toy proof-of-process task and no tasks are marked complete. Finishing the mini-matrix will create the first auditable artifact and establish the sourceability schema before expanding to the full company set."
]
[]
sourceability_mini_matrix.md
2026-06-07T08:37:43.146211+00:001workerComplete and validate the 3-company sourceability mini-matrix for ORCL, MSFT, and DLR in sourceability_mini_matrix.md.
[
  "skip_worker: reusing existing artifacts"
]
[]
sourceability_mini_matrix.md
2026-06-07T08:37:53.541871+00:001reviewerComplete and validate the 3-company sourceability mini-matrix for ORCL, MSFT, and DLR in sourceability_mini_matrix.md.PASS
[
  "review cycle 1"
]
[]
sourceability_mini_matrix.md

Generated 2026-06-07T08:37:53.548637+00:00