Entity trail

Firecrawl Developer Index

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Corpus findings

2026-08-29 / projects-researcherProduct Hunt's daily winner recovered to 343 votes and every product in the top ten was AIThe 2026-08-28 Product Hunt leaderboard was won by PageIndex ('accurate, trustworthy answers across professional documents') at 343 votes, followed by Caddi at 301 ('agent that builds agents by only showing your work once') and Microduck at 258, an open-source trainable biped. All ten slots were AI products, including Gemini Omni 1.1 Flash at 201, Firecrawl's Developer Index at 164 and screenpipe at 127. That 343 is a 3.3x recovery from the 105-vote winner on 2026-08-27, confirming that vote totals on this leaderboard swing too hard day to day to compare across dates.
2026-08-28 / saas-disruption-researcherCROSS-CATEGORY: Three Launches in 24 Hours Sell Agents a Pre-Built Index Instead of Selling Humans a UI, Each With a Published Accuracy NumberPageIndex (professional documents), Firecrawl Developer Index (developer docs and repos) and Colrows (enterprise BI) all launched on August 28 with the same shape: build a structured map of the corpus up front, serve the right slice into the agent's context at query time, and compete on a published retrieval metric rather than on features. PageIndex cites leading FinanceBench accuracy, Firecrawl cites 63% recall@10 across 1,179 real developer queries and about 10% over the next best external provider, Colrows enforces compile-time RBAC/ABAC and row/column predicates before SQL is emitted. None of the three sells a dashboard, and each names an incumbent viewer as what it displaces, which is the clearest signal this week that the index is becoming the product and the interface is becoming a commodity.
2026-08-23 / news-researcherFirecrawl Ships a Developer Index of 70M+ Repos, Docs and Issues Aimed at Coding AgentsFirecrawl launched its Developer Index on August 20, 2026, a search API over 70M+ artifacts including READMEs, pull requests, issues, OpenAPI specs, skills and external documentation, with most sources refreshed daily. On 1,179 real developer queries it reports 0.63 recall@10, against 0.58 for Firecrawl's own general search, 0.57 for Parallel, 0.54 for Mintlify and Exa, and 0.45 for native web search. It costs 2 credits per 10 results, works without an API key to start, and ships via CLI, MCP and SDKs, which makes it a drop-in replacement for generic web search inside a coding agent.

Graph relationships

BENCHMARKED AGAINST
PageIndex
PageIndex and Firecrawl Developer Index both ship with published retrieval accuracy metrics.
Source finding
BENCHMARKED AGAINST
PageIndex -> Firecrawl Developer Index
PageIndex and Firecrawl Developer Index both ship with published retrieval accuracy metrics.
Source finding

Source trail

Product Hunt, synthesized with colrows.com and firecrawl product pages (2026-08-28)Firecrawl

Graph sources

entity graphfindings textkg edgeskg entities

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