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The field manual for social media data

Runnable tutorials, founder playbooks, honest tool teardowns, and original research — for developers, marketers, agencies, and AI builders who'd rather read real numbers than another think-piece.

How to Use Claude Agents: A Developer's Guide to Managed Agents, Sub-agents, and Real-time Datadevelopment
· 12 min read

How to Use Claude Agents: A Developer's Guide to Managed Agents, Sub-agents, and Real-time Data

A developer's guide to Claude Managed Agents, Claude Code sub-agents, and the Messages API. Setup in 4 steps, parallel execution, MCP, rate limits.

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The OpenAI Assistants API in 2026: A Field Guide to the Shutdown, the Migration, and What Comes Nextdevelopment
· 12 min read

The OpenAI Assistants API in 2026: A Field Guide to the Shutdown, the Migration, and What Comes Next

OpenAI shuts down the Assistants API on 26 August 2026. A practical migration guide: Responses API, costs, frameworks, and the realistic timeline.

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Browse AI Web Scraper: Where It Wins, and Where Social Data APIs Fit Betterdevelopment
· 12 min read

Browse AI Web Scraper: Where It Wins, and Where Social Data APIs Fit Better

Browse AI is great for web pages; social platforms need a specialist. Decision guide for developers choosing scrapers vs unified social-data APIs.

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Competitor Intelligence in 2026: How B2B Teams Actually Win Dealsdevelopment
· 12 min read

Competitor Intelligence in 2026: How B2B Teams Actually Win Deals

Competitor intelligence in 2026: what it is, the eight signal sources that matter, the modern CI stack, and how small B2B teams win without enterprise tools.

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AI Agent Frameworks in 2026: A Developer's Field Guide to What Actually Shipsdevelopment
· 12 min read

AI Agent Frameworks in 2026: A Developer's Field Guide to What Actually Ships

LangGraph, CrewAI, Mastra, Pydantic AI compared with real production numbers. Which AI agent framework should developers actually pick in 2026?

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10 Best Social Media Scraping APIs in 2026: Ranked & Compareddevelopment
· 28 min read

10 Best Social Media Scraping APIs in 2026: Ranked & Compared

Compare 10 social media scraping APIs in 2026. Unified schema, pricing, computed fields, AI-agent ready. SocialCrawl vs SociaVault, Apify, Bright Data & more.

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Social Media Scraping in 2026: Legal & Technical Primerdevelopment
· 29 min read

Social Media Scraping in 2026: Legal & Technical Primer

Scraping social media is legal in the US post-hiQ. This guide covers 7 platforms, 4 jurisdictions, GDPR/CCPA, rate-limit ethics, and technical trade-offs.

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What Is a Unified Social Media API? A 2026 Guidedevelopment
· 25 min read

What Is a Unified Social Media API? A 2026 Guide

A unified social media API normalizes data from 21 platforms into one schema. Covers field examples, AI-agent fitness scoring, and build vs. buy. (2026)

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I built a social media data API to grow my own socialsskills
· 12 min read

I built a social media data API to grow my own socials

I wanted an AI to grow my social accounts. Every platform's API was different. SocialCrawl became what I wish existed: 21 platforms, one unified schema.

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Building an AI Agent for Social Media Monitoringdevelopment
· 15 min read

Building an AI Agent for Social Media Monitoring

Learn to build an AI agent for social media monitoring in under 150 lines of Python. Step-by-step tutorial: fetch posts, classify sentiment, send alerts.

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Instagram API & Scrapers in 2026: What Still Worksdevelopment
· 11 min read

Instagram API & Scrapers in 2026: What Still Works

Instagram scraping in 2026: what still works, what broke, real Graph API rate limits, legal precedent, and every scraper option compared for developers.

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How to Get TikTok Data Without the TikTok APIdevelopment
· 11 min read

How to Get TikTok Data Without the TikTok API

TikTok's API is gated, rate-limited, and academic-scoped. Here's how to pull profile, video, and hashtag data without it — with runnable code.

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The Ultimate Guide to Social Media APIs in 2026development
· 20 min read

The Ultimate Guide to Social Media APIs in 2026

Social media APIs in 2026: X, Reddit, Instagram, and YouTube compared — pricing, rate limits, auth methods, and why one unified schema cuts integration cost.

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