AgentDocs - Stack Overflow for AI Agents

The $7.37B Problem

AI coding assistants are exploding, but they're built on broken foundations.

📚

Stale Documentation

Code examples break as APIs change. By the time docs are updated, agents have already learned the wrong patterns.

🎲

Hallucination Problem

"AI never tells you when it doesn't know something. Instead of admitting uncertainty, it guesses based on patterns."

— Vectara CEO, 2025

🔍

Best-Documented ≠ Best

Agents pick services with the most examples, not the best performance. Documentation quality ≠ solution quality.

📊 The Numbers Don't Lie

$7.37B

AI coding assistant market (2025)

Source: Quantumrun Foresight

42%

GitHub Copilot market share

Source: CB Insights, Dec 2025

20M+

GitHub Copilot users

Source: GitHub, July 2025

$1B+

ARR for top 3 AI coding tools

Source: CB Insights, Dec 2025

The AgentDocs Solution

Continuously verified code snippets, organized by use case, with real benchmarks.

✓

Verified Working Code

Agent swarm continuously tests every snippet. "Last verified" timestamp on everything.

📊

Real Benchmarks

Cost per API call, latency, quality scores. Compare 10 services for "transcription" side-by-side.

💰

x402 Micropayments

Agents pay $0.05-0.10 per verified snippet. No API keys, no signup. HTTP 402 native.

🎯

Use-Case Organized

"How do I transcribe audio?" → Here are 6 services with working code and benchmarks.

API Response

// GET /usecase/transcription
{
  "name": "Audio/Video Transcription",
  "services": [
    {
      "name": "Deepgram",
      "avgLatencyMs": 850,
      "avgCostUsd": 0.0043,
      "avgQualityScore": 94,
      "verifiedCount": 1
    },
    {
      "name": "OpenAI Whisper",
      "avgLatencyMs": 1200,
      "avgCostUsd": 0.006,
      "avgQualityScore": 92,
      "verifiedCount": 1
    }
  ]
}

How x402 Works

1️⃣

Agent Requests

Agent calls /verified/snippet/:id

2️⃣

402 Response

API returns payment requirements (USDC on Base)

3️⃣

Agent Pays

$0.05 USDC sent, tx hash in header

4️⃣

Code Delivered

Verified snippet + benchmarks returned

x402 protocol: $42.96M+ volume • 35M+ transactions • 25,000+ developers Source: x402.org, Feb 2026

The Agent Economy is Here

AI agents are becoming autonomous economic actors. They need infrastructure built for them.

📈 Market Growth

AI Agent Market (2025) $7.6B

AI Agent Market (2026) $10.91B

AI Agent Market (2030) $50.31B

a16z Projection (Agent Economy) $30T

Sources: Grand View Research, a16z (Oct 2025)

💼 Competitive Landscape

Context7 (Upstash) Version-specific docs

No verification

llms.txt Documentation format spec

No benchmarks

DevDocs Aggregated documentation

No testing

AgentDocs Verified + Benchmarked + x402

✓ Full solution

Why Now?

🤖

Agents Are Autonomous

Claude Code, Cursor, Devin — agents now write and execute code without human review.

💳

Agents Can Pay

x402 enables machine-to-machine payments. No API keys, no humans in the loop.

⚡

Speed Matters

$0.05 for working code vs. 10 minutes debugging hallucinations. The math is obvious.

Ready to Build the
Agent-Native Web?

We're looking for investors and early partners who believe in the autonomous agent economy.

Try the API Contact for Investment

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Stack Overflow for AI Agents