Developer Tools
Claude Text Watermarking and the EU AI Act: What API Builders Need to Verify
A cautious guide to Claude text watermark claims, provenance records, and EU AI Act verification.
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Insights on AI agents, model routing, and building production-ready AI systems.
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Developer Tools
Cloudflare Agent Traces: What to Instrument Before Your Agent Reaches Production
Production tracing schema for Cloudflare Agents, tool events, budgets, retries, and privacy.
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Magpie TTS and Open-Weight Voice Agents: The Deployment Checklist
Deployment checklist for Magpie TTS and open-weight voice agents, including latency, licensing, and serving.
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OpenRouter Analytics API: Build a Per-Agent Cost and Usage Ledger
Build an OpenRouter cost ledger that reconciles cache hits, providers, models, and agent workflows.
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AI Agent Stack 2026: Claude, OpenAI, Gemini, MCP, and the Runtime Layer
A practical map of the 2026 AI agent stack: model providers, tool protocols, Skills, orchestration, and runtimes, with a clear guide to where each layer belongs.
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Model Introduction
Model Launch Tracking with X APIs and LLM Agents: A Verifiable Workflow
A practical workflow for tracking AI model launches with X discovery, primary-source checks, and LLM-assisted evidence packets using SandBase.
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Open-Weight Models in Production: A Migration Checklist for AI Teams
A production checklist for moving an AI workflow to open-weight models: licensing, serving, evaluation, observability, fallback routing, and the limits of self-hosting.
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Build a Research Agent with Model and Social Signals: A SandBase Pattern
A practical SandBase pattern for combining X discovery with model and search APIs while preserving evidence, source boundaries, and human approval.
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Tutorials
X/Twitter API for AI Agents: Search, Trends, Tweet Detail, and Profiles
A practical guide to using X/Twitter search, trends, tweet detail, and profile data in AI agent workflows with SandBase, including boundaries, retries, caching, and safe tool design.
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