Autonomous Engineering & AI Ops

Agentic Pulse

Authoritative, battle-tested guides, benchmarks, and architectures for AI coding agents, local LLM inference, and Model Context Protocol (MCP) integrations.

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Sep 11, 2026
How to Build a Headless Browser MCP Server with Playwright on Linux
Create a production Model Context Protocol (MCP) server for web browsing using Python and Playwright. Render JavaScript SPAs, extract clean markdown, and capture DOM screenshots.
Sep 11, 2026
How to Build a Local MCP Memory Server with sqlite-vec for AI Agents
Build a persistent vector memory server for Cursor and Claude Code using Python, FastMCP, and sqlite-vec. Enable sub-4ms local semantic search without cloud dependencies.
Sep 10, 2026
How to Implement Context Compaction for Autonomous AI Agents
Architect transcript compaction to run 100+ step autonomous agent loops. Prune large tool outputs, build semantic memory checkpoints, and prevent context saturation.
Sep 10, 2026
How to Run Claude Code Headless in GitHub Actions for Automated PR Reviews
Deploy Anthropic Claude Code in GitHub Actions CI/CD workflows. Automate pull request reviews, fix failing unit tests, and enforce API token cost caps.
Sep 10, 2026
How to Enable Speculative Decoding in vLLM for 3x Faster Local Coding Agents
Accelerate local LLM code generation from 28 to 85+ tokens/sec in vLLM. Pair Qwen2.5-Coder-32B with a 1.5B draft model on Linux GPUs with zero quality loss.
Sep 9, 2026
How to Build a Computer-Using Agent with OpenAI Astra API and MCP
Connect OpenAI GPT-6 Astra computer-use API with Model Context Protocol servers on Linux. Complete Python architecture, Xvfb virtual displays, and tool dispatch.