Primary sources first
Release notes, official documentation, model cards and repositories anchor the factual layer. Secondary coverage is supplementary, not a substitute.
AGENT STACK RADAR / SOURCE-LINKED
AI changes faster than
your stack should.
A compact intelligence layer for consequential changes in agents, models, orchestration, developer tooling, generative interfaces and compute. Facts stay linked to sources. Vendor claims stay attributed. Hype does not become evidence because it is popular.
CURRENT SIGNAL
What changed.
What matters.
Priority is a transparent triage score, not an endorsement. Open any item to see the source, constraints and suggested test.
Feed data could not be loaded. Try the raw JSON feed.
METHOD / AUDITABLE BY DESIGN
Useful without
pretending certainty.
The radar separates source-backed facts from editorial triage. A high score means “worth attention,” not “buy this.”
Claims stay attributed
Vendor benchmarks and performance claims are labelled as such until independently reproduced. Missing evidence lowers confidence rather than being filled with guesswork.
Four explicit inputs
Impact, readiness, leverage and evidence are each scored 1–5. Priority = 35% impact + 25% readiness + 25% leverage + 15% evidence.
Action over novelty
Each item ends with a concrete test and a limitation. The useful question is not “is this exciting?” but “does this change what we should do?”
THE BUSINESS LAYER
Free signal.
Paid depth.
The public radar should remain useful. The paid product earns its keep through saved history, personalized watchlists, change alerts, stack-fit analysis, weekly operator briefs and machine-readable exports—not by hiding basic facts.
AUTOMATION CONTRACT
Built to be maintained
by agents.
SCOUT→VERIFY→SCORE→TEST→PUBLISH→LEARN
The repository contains a Grok Bot–ready operating contract. Routine feed updates may be merged automatically when they only change verified data and pass tests. Pricing, payment, authentication, scoring-policy and executable-code changes stay outside that unattended lane.