{"schema_version":"onlylabs.public_signal.v1","title":"Parasail Repo: parasail-ai/speedboat-pub","description":"Parasail repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f4ab57b0-1aa8-4c04-9258-3c46a0b00968","json_url":"https://onlylabs.fyi/signals/f4ab57b0-1aa8-4c04-9258-3c46a0b00968/signal.json","generated_at":"2026-06-11T02:42:11.269284+00:00","org":{"slug":"parasail","name":"Parasail","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/parasail","dossier_json_url":"https://onlylabs.fyi/labs/parasail/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f4ab57b0-1aa8-4c04-9258-3c46a0b00968","signal_json":"https://onlylabs.fyi/signals/f4ab57b0-1aa8-4c04-9258-3c46a0b00968/signal.json","source":"https://github.com/parasail-ai/speedboat-pub","lab_dossier":"https://onlylabs.fyi/labs/parasail","lab_dossier_json":"https://onlylabs.fyi/labs/parasail/dossier.json","analysis":"https://onlylabs.fyi/analysis/parasail","analysis_json":"https://onlylabs.fyi/analysis/parasail/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/parasail/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Parasail published parasail-ai/speedboat-pub (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo parasail-ai/speedboat-pub · language Python · Unremarkable new repo without traction. onlylabs links this event to 1 captured evidence page and 3 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/parasail-ai/speedboat-pub","source_host":"github.com","occurred_at":"2026-05-12T23:35:40+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Parasail","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"parasail-ai/speedboat-pub","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Notability","value":"Unremarkable new repo without traction","source":"signal"},{"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/parasail-ai/speedboat-pub"],"related_signals":3,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:11.269284+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f4ab57b0-1aa8-4c04-9258-3c46a0b00968/signal.json","dossier_json":"https://onlylabs.fyi/labs/parasail/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/parasail/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/parasail/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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 3 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/f4ab57b0-1aa8-4c04-9258-3c46a0b00968/signal.json","required":true},{"label":"source","url":"https://github.com/parasail-ai/speedboat-pub","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/parasail/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/parasail/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 Parasail's repo signal \"parasail-ai/speedboat-pub\" for neocloud strategy."},"semantic_triples":[{"subject":"Parasail","predicate":"published repo","object":"parasail-ai/speedboat-pub","text":"Parasail published repo parasail-ai/speedboat-pub."},{"subject":"parasail-ai/speedboat-pub","predicate":"is classified as","object":"repo signal","text":"parasail-ai/speedboat-pub is classified as repo signal."},{"subject":"parasail-ai/speedboat-pub","predicate":"belongs to","object":"repos desk","text":"parasail-ai/speedboat-pub belongs to repos desk."},{"subject":"parasail-ai/speedboat-pub","predicate":"has context","object":"Python","text":"parasail-ai/speedboat-pub has context Python."},{"subject":"parasail-ai/speedboat-pub","predicate":"has evidence coverage","object":"1 captured evidence page","text":"parasail-ai/speedboat-pub has evidence coverage 1 captured evidence page."},{"subject":"parasail-ai/speedboat-pub","predicate":"has captured page count","object":"1","text":"parasail-ai/speedboat-pub has captured page count 1."},{"subject":"parasail-ai/speedboat-pub","predicate":"has readable page count","object":"1","text":"parasail-ai/speedboat-pub has readable page count 1."},{"subject":"parasail-ai/speedboat-pub","predicate":"has related signal count","object":"3","text":"parasail-ai/speedboat-pub has related signal count 3."},{"subject":"parasail-ai/speedboat-pub","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":"parasail-ai/speedboat-pub 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":"parasail-ai/speedboat-pub","predicate":"has source host","object":"github.com","text":"parasail-ai/speedboat-pub has source host github.com."},{"subject":"parasail-ai/speedboat-pub","predicate":"has lab","object":"Parasail","text":"parasail-ai/speedboat-pub has lab Parasail."},{"subject":"parasail-ai/speedboat-pub","predicate":"has signal desk","object":"repos","text":"parasail-ai/speedboat-pub has signal desk repos."},{"subject":"parasail-ai/speedboat-pub","predicate":"has source host","object":"github.com","text":"parasail-ai/speedboat-pub has source host github.com."},{"subject":"parasail-ai/speedboat-pub","predicate":"has repository","object":"parasail-ai/speedboat-pub","text":"parasail-ai/speedboat-pub has repository parasail-ai/speedboat-pub."},{"subject":"parasail-ai/speedboat-pub","predicate":"has language","object":"Python","text":"parasail-ai/speedboat-pub has language Python."},{"subject":"parasail-ai/speedboat-pub","predicate":"has notability","object":"Unremarkable new repo without traction","text":"parasail-ai/speedboat-pub has notability Unremarkable new repo without traction."},{"subject":"parasail-ai/speedboat-pub","predicate":"has watch term","object":"Eval methodology","text":"parasail-ai/speedboat-pub has watch term Eval methodology."},{"subject":"parasail-ai/speedboat-pub","predicate":"has watch term","object":"Infrastructure","text":"parasail-ai/speedboat-pub has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Parasail published parasail-ai/speedboat-pub (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo parasail-ai/speedboat-pub · language Python · Unremarkable new repo without traction. onlylabs links this event to 1 captured evidence page and 3 related repo signals.","semantic_triples":[{"subject":"Parasail","predicate":"published repo","object":"parasail-ai/speedboat-pub","text":"Parasail published repo parasail-ai/speedboat-pub."},{"subject":"parasail-ai/speedboat-pub","predicate":"is classified as","object":"repo signal","text":"parasail-ai/speedboat-pub is classified as repo signal."},{"subject":"parasail-ai/speedboat-pub","predicate":"belongs to","object":"repos desk","text":"parasail-ai/speedboat-pub belongs to repos desk."},{"subject":"parasail-ai/speedboat-pub","predicate":"has context","object":"Python","text":"parasail-ai/speedboat-pub has context Python."},{"subject":"parasail-ai/speedboat-pub","predicate":"has evidence coverage","object":"1 captured evidence page","text":"parasail-ai/speedboat-pub has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f4ab57b0-1aa8-4c04-9258-3c46a0b00968","url":"https://onlylabs.fyi/signals/f4ab57b0-1aa8-4c04-9258-3c46a0b00968","json_url":"https://onlylabs.fyi/signals/f4ab57b0-1aa8-4c04-9258-3c46a0b00968/signal.json","source_url":"https://github.com/parasail-ai/speedboat-pub","title":"parasail-ai/speedboat-pub","summary":"Parasail 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":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2026-05-12T23:35:40+00:00","first_seen_at":"2026-06-05T22:32:12.402256+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/parasail-ai/speedboat-pub"]},"facets":{"repo":"parasail-ai/speedboat-pub","language":"Python"},"traction":{"github_stars":0,"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/parasail-ai/speedboat-pub","final_url":"https://github.com/parasail-ai/speedboat-pub","title":"parasail-ai/speedboat-pub repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:11.269284+00:00","bytes":13782,"raw_path":"2e77b621f965868a208ab6b49c8860ec65a72a38db0ef9aaa311e914d2956842.json","content_hash":"2a6e1cb8ad187e7a2933a91d3d6d4c78aa14d95eb77b3b325ecc94efb1f865e0","excerpt_chars":1200,"truncated":true,"excerpt":"parasail-ai/speedboat-pub Language: Python Stars: 0 Forks: 0 Open issues: 0 Created: 2026-05-12T23:35:40Z Pushed: 2026-05-12T23:39:04Z Default branch: main Fork: no Archived: no README: Speedboat Take-Home Welcome — and thanks for spending the time on this. What Speedboat is At Parasail Speedboat is the product engineering team responsible for everything customer-facing: the APIs, agents, developer tooling, billing, authentication, API key management, and overall user experience (for both humans and bots). Our job is to take the powerful capabilities built by the core inference platform: LLM inference, fine-tuning, deployments, and vertical AI workloads like text-to-video and audio. Turn them into intuitive, polished product experiences that developers actually enjoy using. We focus on moving fast at the product layer while staying lightweight and out of the way of the core inference engine underneath. Pick your track There are three tracks. Your recruiter contact will have told you which one to read. Each track folder has its own brief, deliverables list, and NOTES template. | Track | Persona | Brief | |---|---|---| | **Mid/Junior Full-Stack UI/UX** | Design-leaning IC. 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What Speedboat is At Parasail Speedboat is the product engineering team responsible for everything customer-facing: the APIs, agents, developer tooling, billing, authentication, API key management, and overall user experience (for both humans and bots). Our job is to take the powerful capabilities built by the core inference platform: LLM inference, fine-tuning, deployments, and vertical AI workloads like text-to-video and audio. Turn them into intuitive, polished product experiences that developers actually enjoy using. We focus on moving fast at the product layer while staying lightweight and out of the way of the core inference engine underneath. Pick your track There are three tracks. Your recruiter contact will have told you which one to read. Each track folder has its own brief, deliverables list, and NOTES template. | Track | Persona | Brief | |---|---|---| | **Mid/Junior Full-Stack UI/UX** | Design-leaning IC. 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