Research Loop Audit

Run ID: auto-continue-20260607T124846Z-loop03

Status: blocked

⚠ User input needed

Unhandled harness error: UnicodeDecodeError: 'utf-8' codec can't decode byte 0xcb in position 0: invalid continuation byte

Public URL: http://204.168.210.83:8130/research-loop/auto-continue-20260607T124846Z-loop03/index.html

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

Build a production-grade APLD forecast-vs-actual ledger extractor that converts the existing APLD research artifacts into structured rows with primary-source provenance and validation.

Completed tasks

Task history

Build a production-grade APLD forecast-vs-actual ledger extractor that converts the existing APLD research artifacts into structured rows with primary-source provenance and validation.

The loop already has DLR extraction/validation/verification and a broad source manifest, but the core end-state is a quarter-by-quarter forecast-vs-actual dataset. APLD has prior forecast/actual research artifacts but not yet a repeatable production extractor with the required row schema, provenance fields, validation, and independent snippet checks.

Status: in_progress

Review cycles: 1

Acceptance criteria

Expected artifacts

Artifacts

Agent calls & decisions

TimeIterRoleTaskVerdict DecisionsBlockersArtifacts
2026-06-07T13:03:07.951016+00:000systemstart
[
  "run started"
]
[]
2026-06-07T13:03:34.055050+00:001plannerBuild a production-grade APLD forecast-vs-actual ledger extractor that converts the existing APLD research artifacts into structured rows with primary-source provenance and validation.
[
  "The loop already has DLR extraction/validation/verification and a broad source manifest, but the core end-state is a quarter-by-quarter forecast-vs-actual dataset. APLD has prior forecast/actual research artifacts but not yet a repeatable production extractor with the required row schema, provenance fields, validation, and independent snippet checks."
]
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2026-06-07T13:08:28.132452+00:001workerBuild a production-grade APLD forecast-vs-actual ledger extractor that converts the existing APLD research artifacts into structured rows with primary-source provenance and validation.
[
  "**Decisions**",
  "Built APLD as a manifest-driven Python extractor with embedded extraction specs and snippet-pattern checks. Rows cover forecast and actual classifications across capex, capacity/power, lease/backlog, revenue conversion, and commencement windows. I treated APLD fiscal quarters as `FY2026Q1` for quarter ended 2025-08-31 and `FY2026Q2` for quarter ended 2025-11-30.",
  "**Evidence**",
  "PRIMARY sources consulted:",
  "- SEC 10-K FY2025: https://www.sec.gov/Archives/edgar/data/1144879/000114487925000021/apld-20250531.htm",
  "- SEC 10-Q FY2026Q1: https://www.sec.gov/Archives/edgar/data/1144879/000114487925000069/apld-20250831.htm",
  "- SEC 10-Q FY2026Q2: https://www.sec.gov/Archives/edgar/data/1144879/000114487926000006/apld-20251130.htm",
  "- SEC 8-K Building 4 lease: https://ir.applieddigital.com/sec-filings/all-sec-filings/content/0001493152-25-012458/form8-k.htm"
]
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extract_apld_forecast_actual.py, validate_apld_forecast_actual.py
2026-06-07T13:08:28.193912+00:001systemBuild a production-grade APLD forecast-vs-actual ledger extractor that converts the existing APLD research artifacts into structured rows with primary-source provenance and validation.
[
  "run blocked"
]
[
  "Unhandled harness error: UnicodeDecodeError: 'utf-8' codec can't decode byte 0xcb in position 0: invalid continuation byte"
]
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extract_apld_forecast_actual.py, validate_apld_forecast_actual.py

Generated 2026-06-07T13:08:28.205587+00:00