A developer-authored comparison argues that Claude Code and OpenAI's Codex are effectively tied at the model layer, with the real differences lying in pricing, token consumption, and the programmabili…
Context.dev launched Context Highlights on September 28th, a query-based web passage extractor that the company says used 97% fewer tokens than Codex in its own benchmark, reporting 76.0% groundedness…
SerpApi published a comparison of markdown search output across SerpApi, Tavily, Exa, and Firecrawl, running three queries ("coffee", "how to make delicious coffee", and "grok 4.7") through all four p…
Adding the instruction "Use null for any field whose value is not on the page. Do not guess." cut invented fields from 70.7% (405 of 573 missing fields) to 20.2% (116 of 574) across 16 models tested b…
A survey of AI research tools finds no single winner among deep-research agents from OpenAI, Google, Anthropic and Perplexity, and warns that every one of them fabricates citations at a measurable rat…
Ali and Vrajang released Tenjin, an alpha-stage tool router for Claude Code built on Jev that watches masked prompts, session context, web searches and subagent tasks to supply tools from a curated li…
Anthropic released Claude Opus 5.5, the first model in the Claude 5.5 family, which performs at roughly Claude Fable 5.1-level while costing 40% less than Opus 5 and generating output more than 30% fa…
Firecrawl launched its Developer Index, a search tool that indexes live GitHub issues, merged pull requests, changelogs, and raw project documents to serve primary-source material directly to AI codin…
A developer built QueerCade, a web app for discovering games with LGBTQIA stories, themes, characters, and creators. The app, created with Lovable, pulls data from the IGDB API, uses Firecrawl to seed…
Apify, Firecrawl, and Crawl4AI lead a 2026 roundup of eight AI data collection tools for building model-ready datasets, with Apify priced from $19/month, Firecrawl from $16/month, and Crawl4AI free an…
A three-day comparison of AI web scraping tools found Firecrawl, at roughly $20 per month for its starter tier, outperforms Browse AI (~$40/mo) and a custom Playwright plus Claude 3.5 Sonnet loop for …
Webclaw, an open-source Rust web data extraction toolkit positioned as a drop-in Firecrawl alternative, has drawn over 2.3k GitHub stars and is available both self-hosted and as a managed cloud servic…
Expected Parrot co-founder John used the company's conversational research agent to rank 25 blog post topics, fitting a Bradley-Terry model to pairwise comparisons after noting that AI raters tend to …
Firecrawl, the open-source TypeScript web-scraping and search API for AI agents, gained 8,099 GitHub stars, bringing its total to 171,000 stars as of its last update in August 2026. The AGPL-3.0-licen…
Firecrawl shipped an update to firecrawl-mcp-server, its open-source Model Context Protocol server that adds web scraping and search to MCP-compatible AI agents such as Cursor and Claude. The JavaScri…
Microsoft engineer Stephen Toub opened nine pull requests from his phone at 35,000 feet on January 6, 2026, and seven merged, illustrating how coding agents let one person saturate a team's review cap…
FourA's Developer plan costs $0.10 per 1,000 plain page fetches versus $3.80 per 1,000 on Firecrawl's Hobby plan, according to pricing pages read on 17 September 2026 and 10 September 2026 respectivel…
Claude 3.5 Sonnet is currently the best AI tool for web scraping in 2025, achieving nearly 100% extraction accuracy when paired with a Markdown-first pipeline using Firecrawl, according to a hands-on …
Firecrawl and Apify are the two dominant web-scraping platforms for AI data teams in 2026, with Firecrawl offering an API-first crawler that converts URLs to LLM-ready Markdown/JSON and Apify providin…
A new measurement of MCP servers shows tool-definition weight varies by more than 30x across popular servers, with Notion's 24 tools costing about 19,050 estimated tokens versus a one-tool fetch serve…