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ZeroLabs — AI agents, infrastructure, and technical guides

AI agents, infrastructure, and the tools to build with them.

by Jimmy G — ZeroShot Studio

Public MCP Active • Connect Claude, Cursor & Agents→

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Resources • GitCurriculum Hub
77 Guides

Complete Git & GitHub Practitioner Curriculum

Master version control, cryptographic SSH authentication, branching workflows, team PR review hygiene, enterprise governance, and agent-executable CI/CD across 77 structured guides.

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Autonomous Agents & Systems Intel

Hype-free field notes on agent architectures, headless execution runtimes, context engineering, and production infrastructure.

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Curated by Jimmy G
Every Thursday
VPS & InfraFeatured

How I Manage 30+ Docker Services Without Losing My Mind

how-i-manage-30-docker-services-without-losing-my-mind: Architecture breakdown, production implementation notes, and practical guidance.

|9 min read
Maintenance ModeFeatured

Treat Yourself Like a Production System

Maintenance Mode treats your energy like a production system: budgets, alerts, and recovery instead of grinding until the next crash takes a week to undo.

|1 min read

Latest

188 posts
Maintenance Mode

Maintenance Mode for Vibe Coders

Prevent cognitive overload, decision fatigue, and AI burnout with practical circuit breakers, context boundaries, and sustainable developer workflows.

|11 min read
Industry News

Expanding OpenAI Academy with new learning paths

Role-based learning helps employees, developers, leaders, educators, and students build practical AI skills and demonstrate what they’ve learned.

|4 min read
Industry News

Romance scams: AI-enabled romance scam workflows

OpenAI banned accounts using AI to support romance scam workflows, including outreach, translation, victim engagement, and investment-fraud lures.

|3 min read
AI Workflows

Human Review Gates for Trustworthy AI Code

Enforce staged verification, deterministic tests, and isolated diff reviews to keep AI-generated code reliable and prevent broken builds.

|12 min read
Industry News

Co-creating the future of fashion with Google

Two fashion designers created custom tools in Google Flow to help with set design and styling for New York Fashion Week.

|4 min read
Industry News

New experts join Google’s AI & Economy team

Google AI Blog announced New experts join Google’s AI & Economy team, detailing new capabilities and developer workflow enhancements.

|4 min read
Industry News

Making global data easier to explore

UN System Data Commons is an open, AI-ready platform integrating critical global statistics into a single searchable resource.

|4 min read
Resources

Track Usage Costs and Audit Admin API Events

Track Claude API token usage costs and audit workspace organization events with Anthropic Admin API and automated Prometheus metrics.

|10 min read
Resources

Implement Streaming Refusals and Fallback Loops

Implement streaming refusal guardrails and deterministic fallback loops with stop reason detection, classification, and model routing.

|12 min read
Resources

Execute Asynchronous Batch Processing with Claude

Execute high-throughput asynchronous batch processing with Anthropic Message Batches API to cut token costs by 50% with custom IDs.

|10 min read
Resources

Manage MCP Tool Context and Token Budgets

Manage MCP tool context and token budgets using dynamic schema pruning, tool filtering, and prompt caching to prevent window overflow.

|13 min read
Resources

Connect Claude Desktop and Cursor to Custom MCP

Connect Claude Desktop and Cursor to custom MCP servers via local stdio configurations, environment injection, and connection diagnostics.

|17 min read
Resources

Implement Remote MCP Servers and Secure Tunnels

Implement remote Model Context Protocol servers exposed via HTTPS and SSE tunnels with bearer token authentication and reverse proxies.

|12 min read
Resources

How to Build an MCP Server with Python SDK

Build production-ready Model Context Protocol servers in Python using FastMCP and the official SDK with custom tools, resources, and schemas.

|14 min read
Resources

How to Build an MCP Server with TypeScript SDK

Build deterministic Model Context Protocol servers in TypeScript using the official MCP SDK, Zod schema validation, tools, and typed resources.

|15 min read
Resources

Configure Stdio and SSE Transports in MCP

Configure Stdio and Server-Sent Event transports for Model Context Protocol servers with session lifecycle management and resilient streaming.

|17 min read
Resources

How to Integrate and Sandbox Claude Bash Tool

Integrate Claude bash tools with container sandboxes, timeout management, output capture, and safe execution loops in Python and TypeScript.

|13 min read
Resources

Deterministic File Edits with Text Editor Tool

Execute deterministic file edits with Anthropic text editor tool using view, create, str_replace, and insert operations with strict validation guardrails.

|15 min read
Showing 1–18 of 188 posts