{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/amplifier-bundle-routing-matrix","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/904aa63f-4839-4487-844c-6de0c7be1ab5","json_url":"https://onlylabs.fyi/signals/904aa63f-4839-4487-844c-6de0c7be1ab5/signal.json","generated_at":"2026-06-27T00:49:01.460Z","evidence_latest_fetched_at":"2026-06-13T07:01:56.08978+00:00","signal_first_seen_at":"2026-06-13T07:00:27.571701+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/904aa63f-4839-4487-844c-6de0c7be1ab5","signal_json":"https://onlylabs.fyi/signals/904aa63f-4839-4487-844c-6de0c7be1ab5/signal.json","source":"https://github.com/microsoft/amplifier-bundle-routing-matrix","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Microsoft published microsoft/amplifier-bundle-routing-matrix (Python). 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Maps semantic roles (like `coding`, `reasoning`, `fast`) to ranked lists of provider/model candidates, so agents request *what kind* of model they need rather than hardcoding a specific one. The routing hook tries candidates top-to-bottom and uses the first that matches an installed provider. Matrices Eight curated matrices ship with this bundle: | Matrix | When to use | |--------|-------------| | **balanced** (default) | Mixed workloads. Good quality/cost tradeoff for everyday development. | | **quality** | Maximum capability. Uses the strongest models for every role, regardless of cost. | | **economy** | Cost-optimized. 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