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.
developmentHow 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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developmentThe 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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developmentBrowse 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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developmentCompetitor 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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developmentAI 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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development10 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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developmentSocial 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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developmentWhat 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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skillsI 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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developmentBuilding 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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developmentInstagram 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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developmentHow 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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developmentThe 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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