Agent Plugins 1.0: Build One AI Plugin for Copilot, Codex, Cursor, and More
Learn how Agent Plugins 1.0 packages skills and MCP servers into portable plugins that compatible AI coding agents can reuse.
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The DevOps Knowledge Base
In-depth guides on Docker, Kubernetes, AWS, CI/CD, AI/ML, and modern infrastructure — written by engineers, for engineers.
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Latest
GitHub Actions Self-Hosted Runner Failed to Register on August 24 — Version Brownout Fix
Fix GitHub Actions self-hosted runner registration failures caused by the 2026 minimum-version brownout and prepare for full enforcement.
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GitHub-Hosted vs Larger vs Self-Hosted Runners: Which Should You Use in 2026?
Compare GitHub-hosted, larger, and self-hosted Actions runners across cost, speed, security, networking, maintenance, and scaling.
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Google Developer Device Platform: AI Agents Can Now Test Apps on Real Phones
Google Cloud's Developer Device Platform gives developers and AI agents on-demand access to physical mobile devices and emulators for app testing.
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A2A Protocol 1.0: Why Agent-to-Agent Communication Is Becoming a Standard
A practical guide to A2A Protocol 1.0, agent discovery, task collaboration, and why A2A complements MCP instead of replacing it.
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3 min readRead
Cloudflare API 403 Forbidden: Find the Missing Token Permission and Fix It
Diagnose Cloudflare API error 403 by checking token scopes, account and zone resources, authentication headers, and resource-scoped roles.
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MongoDB MCP Server 2.0: A Production-Safe Setup for AI Agents
Configure MongoDB MCP Server 2.0 with least privilege, read-only access, connection IDs, disabled write tools, and safe production boundaries.
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Pinecone vs Qdrant vs Weaviate: Which Vector Database for AI Agents in 2026?
Compare Pinecone, Qdrant, and Weaviate for managed operations, self-hosting, hybrid search, filtering, scale, and production AI-agent workloads.
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Envoy Gateway vs kgateway vs Traefik: Best Gateway API Controller in 2026
Envoy Gateway, kgateway, and Traefik compared for Kubernetes Gateway API adoption in 2026: architecture, operations, extensions, AI traffic, migration, and the best fit for each team.
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4 min readRead