DeepSeek search and fetch – $0.75 per 1000 successful requests
The Search API and the Fetch API give agents and RAG applications access to live web content:
api-docs.deepseek.com · 579 points · 271 comments · 1d ago
Lead story
All news →- Hybrid Reasoning Agents: LLM agents that think in latent space, act through textarxiv.org · 436 points · 16h ago
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Builders, ranked
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Products, just launched
See all →- TTidenVerify that your coding agents built what you actually asked for.2h ago
- OOpenSEOThe open-source Semrush alternative: SEO and AI-visibility data your agent can use via MCP.6d ago
replybossAutomate authentic engagement on social media to save time and grow your account.35d agoSphinxA hook that quizzes you on your AI's code before shippingShow HN · 1d ago
The Zelda timeline to catch up before the Ocarina of Time remakeShow HN · 24h ago
WhatsApp MCP running free on CloudflareShow HN · 15h ago
500 clocks in one 6.3 MB HTML file by Opus 5.5Show HN · 1d ago
Ranet3High performance policy routed IPsec mesh SD-WANShow HN · 22h ago
Guides
See all →- Building Better Agents Through End-to-End EvalsHow Ramp Stack grades a bookkeeping agent: messy synthetic worlds, rubrics and skill ablation.
- Can a Local LLM Replace Claude Code? The Benchmark Everyone Quotes Is the Wrong OneWhy SWE-bench misleads, and what actually breaks when a local model drives your coding agent.
- The September Cut Took 17% of My Claude Code Week. Subagents Took 48%455 sessions of logs show where a Claude Code week actually goes, and which saving tips work.
- Evidence-Driven Development: Give Your Coding Agent Something to ProveWrite a claim that can lose, break the app on purpose, and keep evidence your agent can't fake.
- Slopsquatting: Your AI Invented a Package, and an Attacker Was WaitingNearly 1 in 5 AI-suggested packages in one study did not exist. How attackers use that.
- Free the Models: Harness Design at the FrontierReplit stopped routing work for the model and let the model decide. Here are the numbers.
- UpGuard: 16,326 Supabase Databases Exposing DataThe largest study of Supabase misconfigurations: thousands of app databases readable by anyone.
- AI Coding Made CI a Bottleneck, So Linear Reworked TheirsHow Linear cut PR wait time and halved runner cost while its test suite quadrupled.
- Jev in 25 Lines of PythonBuild a Jev-style decision model from any GGUF model in 25 lines: choices in, probabilities out.
- AI Overviews Cut CTR by 23.1% in FranceAhrefs data: the most exposed French sites lost 23.1% of their click-through rate
- We Pinned Our Model Version. The Provider Deprecated It Anyway.Why re-qualification, not inference, is the recurring cost of production AI
- Pi Agent vs OpenCode after 100+ Hours of Real UseAn honest side-by-side of two coding agents from someone who actually used both
GitHub, worth a star
See all →- Context ModeAn MCP server that keeps raw tool output out of your agent's context: 315 KB down to 5.4 KB.
- ForemergeCoding agents announce what they will change before they change it, so plans collide early.
- new-term-radarCatch new AI model, product and repo names days before keyword tools list them.
- Skill ScannerScan agent skills for prompt injection, data exfiltration and malicious code before installing.
- PulseSee how much Claude Code, Codex, Cursor and 70+ other AI coding tools you have left.
- Strands BoxSandbox your AI agent: default-deny rules for what it can run, read, write and reach.
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The week for builders in five minutes, written by Nishant.
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