{"id":51475351,"url":"https://github.com/asmuelle/tenderhook","last_synced_at":"2026-07-06T20:30:32.354Z","repository":{"id":366155829,"uuid":"1266480141","full_name":"asmuelle/tenderhook","owner":"asmuelle","description":"Procurement radar for SMB government contractors: a daily agent over SAM.gov, state/local portals, and buyer budget docs maintains living dossiers per agency and opportunity — matching tenders to your capabilities, red-lining amendments, flagging expiring incumbents.","archived":false,"fork":false,"pushed_at":"2026-07-05T14:50:42.000Z","size":780,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-07-05T16:10:14.725Z","etag":null,"topics":["government-contracting","govtech","llm","monitoring","procurement","rfp","saas"],"latest_commit_sha":null,"homepage":"https://asmuelle.github.io/tenderhook/","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/asmuelle.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-06-11T16:51:20.000Z","updated_at":"2026-07-05T14:50:38.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/asmuelle/tenderhook","commit_stats":null,"previous_names":["asmuelle/tenderhook"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/asmuelle/tenderhook","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/asmuelle%2Ftenderhook","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/asmuelle%2Ftenderhook/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/asmuelle%2Ftenderhook/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/asmuelle%2Ftenderhook/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/asmuelle","download_url":"https://codeload.github.com/asmuelle/tenderhook/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/asmuelle%2Ftenderhook/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35205739,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-06T02:00:07.184Z","response_time":106,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["government-contracting","govtech","llm","monitoring","procurement","rfp","saas"],"created_at":"2026-07-06T20:30:31.702Z","updated_at":"2026-07-06T20:30:32.346Z","avatar_url":"https://github.com/asmuelle.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Tenderhook\n\n[![CI](https://github.com/asmuelle/tenderhook/actions/workflows/ci.yml/badge.svg)](https://github.com/asmuelle/tenderhook/actions/workflows/ci.yml)\n\n\u003e Procurement radar for SMB government contractors: a daily agent over SAM.gov, state/local portals, and buyer budget documents maintains living dossiers per agency and opportunity — semantically matching tenders to your real capabilities, red-lining every amendment, and flagging incumbent contracts expiring 6-12 months out.\n\n\n## Concept\n\nProcurement radar for SMB government contractors: a daily agent over SAM.gov, state/local portals, and buyer budget documents maintains living dossiers per agency and opportunity — semantically matching tenders to your real capabilities, red-lining every amendment, and flagging incumbent contracts expiring 6-12 months out.\n\n\n## Auto-Research Mechanic\n\nDaily monitoring of SAM.gov APIs, state and major-city procurement portals, EU TED, grants.gov — plus the pre-RFP layer incumbents ignore at this price: agency budget documents, board/council minutes, capital-improvement plans that telegraph solicitations months early, and award databases revealing incumbent contracts nearing expiration. Capability profiles (NAICS codes + natural-language description of what the firm actually does) drive cheap-model semantic matching far beyond keywords ('cloud migration under an IT modernization umbrella' matches when keywords don't). Living dossier per tracked opportunity — every amendment red-lined against the prior version, Q\u0026A addenda summarized — and per target agency (buying history, incumbent map, upcoming expirations). All sources are public government documents: deep-linked, verifiable, free of the AI-crawler-blocking problem.\n\n## Product Surface\n\nEmail digest first (morning opportunity review is the BD ritual in this industry) + web SaaS for the pipeline board, agency dossiers, and amendment red-lines + Slack alerts for deadline changes on tracked bids.\n\n\n\n\n\n## Tech Stack \u0026 Unit Economics\n\n### Ingestion\n* SAM.gov daily extracts + Get Opportunities API via non-federal system account (1,000 req/day tier; 10/day without a role — extracts are the real backbone)\n* FPDS-NG/USASpending bulk downloads for the award + incumbent-expiration graph\n* grants.gov XML extract, EU TED API\n* SLED via per-platform adapters (Playwright workers with platform-level adapters for Bonfire, BidNet Direct, Periscope S2G, OpenGov, Ionwave, PlanetBids covers ~70% of volume; long tail is bespoke scrapers)\n* Granicus/Legistar APIs for council minutes and agendas.\n  \n### Storage/diffing\n* Postgres + pgvector\n* S3 document store with content-hash versioning per solicitation; amendment detection is deterministic (poll source-of-record, checksum, pdf-to-text via Docling/Reducto, structural text diff) with LLM used only to summarize changed hunks — never to decide whether something changed.\n  \n### Models\n* embeddings (voyage-3 or text-embedding-3-large) for candidate retrieval\n* Haiku 4.5 / Gemini Flash-class for match scoring and digest copy\n* Sonnet 4.6-class only for capture briefs and agency dossier synthesis on the top tier.\n  \n### Citation grounding\n* every digest claim deep-links to source doc + page anchor\n* quoted text string-verified against extracted text before send (no unverifiable quotes shipped)\n### Orchestration\n* boring queue workers (Temporal or SQS + cron) for the daily batch — no agent framework needed\n* agentic browsing reserved for credentialed portal retrieval. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fasmuelle%2Ftenderhook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fasmuelle%2Ftenderhook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fasmuelle%2Ftenderhook/lists"}