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Source observation

Preserve dated release, discussion or company observations and separate discovery signals from verified claims.

Published Updated
Beginner

Hacker News observation: turn attention into bounded technical experiments

A dated HN API snapshot, read as a set of technical hypotheses rather than a popularity ranking.

13 min↗
Published Updated
Financial statements → cash reconciliation

Micron FY2026: trace customer deposits separately from operating cash

Reconcile a memory maker's reported cash, investment and customer funding before drawing a capacity or valuation conclusion.

9 min↗
Published Updated
Advanced

Optical networking monitoring lab: read filings by event type before updating a thesis

A small recurring ledger separates annual and quarterly performance evidence from contracts, earnings releases, financing, and governance events.

8 min↗
Published Updated
Beginner

OSS release observation: a release page is a verification starting point

A dated GitHub Releases observation with a concrete pre-adoption record and test procedure.

7 min↗
Published Updated
Intermediate → reliability evaluation

llama.cpp b11377: make JSON-schema output a parser-specific contract

A prerelease fixes a Ling 3.0 response-format gap; adopt it only through a pinned, parser-specific schema fixture.

10 min↗
Published Updated
Intermediate → GPU failure diagnosis

llama.cpp CUDA MoE: treat a temporary-buffer dimension as a test boundary

A narrowly scoped prerelease fix shows why an MoE CUDA fixture must pin tensor shape, backend, and failure state before it changes a deployment.

8 min↗
Published Updated
Intermediate → standards analysis

NERC computational loads: an initial ballot is a standards-process checkpoint

Read NERC’s September 2026 computational-loads ballot as a preliminary process milestone, then verify the proposed text, approval, and applicability before relying on it.

8 min↗
Published Updated
Beginner

Official announcement watch: return provider updates to product decisions

A 2026-10-04 record of official blog and documentation entry points that keeps announcement dates, observed facts, implications, and unknowns separate.

8 min↗
Published Updated
Beginner

Y Combinator observation: turn public signals into constrained experiments

A dated reading of YC RFS and company material, separated from recommendations and adoption claims.

11 min↗