ExtractLayer

Turning Humans into Your APIs

What it does

We provide you with real human decisions, reasoning, and preferences — collected, structured, and delivered. Built for the next generation of AI.

HumanLayer2024 · ▲225
Human-in-the-loop infra for AI agents
Context.devJul 2026 · context.dev · ▲816
One API to scrape, enrich, and extract the internet
Quantati2019 · ▲253
AI powered data extraction APIs. Don't code another crawler.
Well Extract2025 · ▲201
AI-powered receipt & invoice extraction for developers
Crawlify2020 · ▲165
AI powered data extraction APIs. Hassle-free data retrieval.
Layer2023 · ▲169
Your AI research copilot

Browzer▲427
Put your technical content on autopilot
Growth · 14d ago · trybrowzer.com
AstraPixels▲267
A pixel-art solar system at its real current positions.
Growth · 29d ago · astrapixels.com

Brew ▲905
Like Claude design for email marketing
AI · May 2026 · brew.new
Kilo Code for VS Code▲897
Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai
StoreClaw▲805
Grow your store profits with agents that know how to sell
AI · May 2026 · storeclaw.ai
PollyReach▲796
Give your agent a real number and voice to make calls.
AI · May 2026 · pollyreach.ai
NW
Needle: We Distilled Gemini Tool Calling into a 26M Model▲776
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
FM
Files.md – Open-source alternative to Obsidian▲730
Dev tools · May 2026 · github.com