{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Repo: ibm-granite/granite.build","description":"IBM (Granite) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c","json_url":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c/signal.json","generated_at":"2026-06-11T02:51:31.023652+00:00","org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ibm","dossier_json_url":"https://onlylabs.fyi/labs/ibm/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c","signal_json":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c/signal.json","source":"https://github.com/ibm-granite/granite.build","lab_dossier":"https://onlylabs.fyi/labs/ibm","lab_dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis":"https://onlylabs.fyi/analysis/ibm","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"IBM (Granite) published ibm-granite/granite.build (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ibm-granite/granite.build · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/ibm-granite/granite.build","source_host":"github.com","occurred_at":"2026-04-27T18:39:04+00:00","first_seen_at":"2026-06-10T07:01:34.694876+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"IBM (Granite)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"ibm-granite/granite.build","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"34","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/ibm-granite/granite.build"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:51:31.023652+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c/signal.json","dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c/signal.json","required":true},{"label":"source","url":"https://github.com/ibm-granite/granite.build","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ibm/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ibm/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze IBM (Granite)'s repo signal \"ibm-granite/granite.build\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite.build","text":"IBM (Granite) published repo ibm-granite/granite.build."},{"subject":"ibm-granite/granite.build","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite.build is classified as repo signal."},{"subject":"ibm-granite/granite.build","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite.build belongs to repos desk."},{"subject":"ibm-granite/granite.build","predicate":"has context","object":"Python","text":"ibm-granite/granite.build has context Python."},{"subject":"ibm-granite/granite.build","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite.build has evidence coverage 1 captured evidence page."},{"subject":"ibm-granite/granite.build","predicate":"has captured page count","object":"1","text":"ibm-granite/granite.build has captured page count 1."},{"subject":"ibm-granite/granite.build","predicate":"has readable page count","object":"1","text":"ibm-granite/granite.build has readable page count 1."},{"subject":"ibm-granite/granite.build","predicate":"has related signal count","object":"6","text":"ibm-granite/granite.build has related signal count 6."},{"subject":"ibm-granite/granite.build","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"ibm-granite/granite.build has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"ibm-granite/granite.build","predicate":"has source host","object":"github.com","text":"ibm-granite/granite.build has source host github.com."},{"subject":"ibm-granite/granite.build","predicate":"has lab","object":"IBM (Granite)","text":"ibm-granite/granite.build has lab IBM (Granite)."},{"subject":"ibm-granite/granite.build","predicate":"has signal desk","object":"repos","text":"ibm-granite/granite.build has signal desk repos."},{"subject":"ibm-granite/granite.build","predicate":"has source host","object":"github.com","text":"ibm-granite/granite.build has source host github.com."},{"subject":"ibm-granite/granite.build","predicate":"has repository","object":"ibm-granite/granite.build","text":"ibm-granite/granite.build has repository ibm-granite/granite.build."},{"subject":"ibm-granite/granite.build","predicate":"has language","object":"Python","text":"ibm-granite/granite.build has language Python."},{"subject":"ibm-granite/granite.build","predicate":"has stars","object":"34","text":"ibm-granite/granite.build has stars 34."},{"subject":"ibm-granite/granite.build","predicate":"has watch term","object":"Eval methodology","text":"ibm-granite/granite.build has watch term Eval methodology."},{"subject":"ibm-granite/granite.build","predicate":"has watch term","object":"Infrastructure","text":"ibm-granite/granite.build has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"IBM (Granite) published ibm-granite/granite.build (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ibm-granite/granite.build · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite.build","text":"IBM (Granite) published repo ibm-granite/granite.build."},{"subject":"ibm-granite/granite.build","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite.build is classified as repo signal."},{"subject":"ibm-granite/granite.build","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite.build belongs to repos desk."},{"subject":"ibm-granite/granite.build","predicate":"has context","object":"Python","text":"ibm-granite/granite.build has context Python."},{"subject":"ibm-granite/granite.build","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite.build has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4f821e3e-75d4-4588-90ea-a518fe04230c","url":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c","json_url":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c/signal.json","source_url":"https://github.com/ibm-granite/granite.build","title":"ibm-granite/granite.build","summary":"IBM (Granite) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-27T18:39:04+00:00","first_seen_at":"2026-06-10T07:01:34.694876+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/ibm-granite/granite.build"]},"facets":{"repo":"ibm-granite/granite.build","language":"Python"},"traction":{"github_stars":34,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/ibm-granite/granite.build","final_url":"https://github.com/ibm-granite/granite.build","title":"ibm-granite/granite.build repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:31.023652+00:00","bytes":19944,"raw_path":"e9848ec1429ebb48200fde0bcbc45be8e47f752d6b61ca3f030895738f8b59f1.json","content_hash":"908efeb6818e8bc36051aa942ce19ce35eabcb927827d5f8ef98c5653721c99a","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/granite.build Description: Build orchestration for LLM pipelines Language: Python License: Apache-2.0 Stars: 34 Forks: 7 Open issues: 8 Created: 2026-04-27T18:39:04Z Pushed: 2026-06-10T19:03:38Z Default branch: main Fork: no Archived: no README: Granite.Build [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](LICENSE) Build orchestration for LLM pipelines. Define multi-step model workflows in YAML — download, fine-tune, evaluate, and deploy — and run them locally or on cloud infrastructure. _This repository is currently in alpha. The code and documentation are under active development and may change frequently as we work to improve usability and reliability. Contributions and feedback are welcome, but please be aware that breaking changes may occur._ Contents - [What is Granite.Build?](#what-is-granitebuild) - [Quick start](#quick-start) - [Example `build.yaml`](#example-buildyaml) - [Repository layout](#repository-layout) - [Features](#features) - [Supported environments](#supported-environments) - [CLI](#cli) - [REST API](#rest-api) - [Documentation](#documentation) - [Try the demos](#try-the-demos) - [Contributing](#contributing) -..."},"evidence_pages":[{"url":"https://github.com/ibm-granite/granite.build","final_url":"https://github.com/ibm-granite/granite.build","title":"ibm-granite/granite.build repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:31.023652+00:00","bytes":19944,"raw_path":"e9848ec1429ebb48200fde0bcbc45be8e47f752d6b61ca3f030895738f8b59f1.json","content_hash":"908efeb6818e8bc36051aa942ce19ce35eabcb927827d5f8ef98c5653721c99a","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/granite.build Description: Build orchestration for LLM pipelines Language: Python License: Apache-2.0 Stars: 34 Forks: 7 Open issues: 8 Created: 2026-04-27T18:39:04Z Pushed: 2026-06-10T19:03:38Z Default branch: main Fork: no Archived: no README: Granite.Build [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](LICENSE) Build orchestration for LLM pipelines. Define multi-step model workflows in YAML — download, fine-tune, evaluate, and deploy — and run them locally or on cloud infrastructure. _This repository is currently in alpha. The code and documentation are under active development and may change frequently as we work to improve usability and reliability. Contributions and feedback are welcome, but please be aware that breaking changes may occur._ Contents - [What is Granite.Build?](#what-is-granitebuild) - [Quick start](#quick-start) - [Example `build.yaml`](#example-buildyaml) - [Repository layout](#repository-layout) - [Features](#features) - [Supported environments](#supported-environments) - [CLI](#cli) - [REST API](#rest-api) - [Documentation](#documentation) - [Try the demos](#try-the-demos) - [Contributing](#contributing) -..."}],"related_signals":[{"id":"0306497b-0387-4ddf-8f5f-a6f44ab0f419","url":"https://onlylabs.fyi/signals/0306497b-0387-4ddf-8f5f-a6f44ab0f419","source_url":"https://github.com/ibm-granite/granite-4.1-language-models","title":"ibm-granite/granite-4.1-language-models","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-21T02:54:18+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","url":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","source_url":"https://github.com/ibm-granite/granite.debug-tools","title":"ibm-granite/granite.debug-tools","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-16T18:30:00+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"7b666562-79c5-49eb-a1f0-f6273bddbf3f","url":"https://onlylabs.fyi/signals/7b666562-79c5-49eb-a1f0-f6273bddbf3f","source_url":"https://github.com/ibm-granite/granite.trust.policy-tools","title":"ibm-granite/granite.trust.policy-tools","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-14T20:19:25+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"1ae5177d-6666-4c84-bf03-b1f20824572f","url":"https://onlylabs.fyi/signals/1ae5177d-6666-4c84-bf03-b1f20824572f","source_url":"https://github.com/ibm-granite/granite-4.0-nano-language-models","title":"ibm-granite/granite-4.0-nano-language-models","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2025-10-09T21:11:08+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"42761200-5764-4026-8bfe-a7a6d9454ed6","url":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6","source_url":"https://github.com/ibm-granite/gguf","title":"ibm-granite/gguf","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2025-10-02T20:06:28+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"bf4b4a22-9c60-431e-a1e8-0027da27519c","url":"https://onlylabs.fyi/signals/bf4b4a22-9c60-431e-a1e8-0027da27519c","source_url":"https://github.com/ibm-granite/granite-4.0-language-models","title":"ibm-granite/granite-4.0-language-models","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2025-09-17T17:27:15+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"}]}