DevOps

An in-depth technical architectural review of how Rescale built and scaled an autonomous test-triage agent in weeks using the AI-DLC framework, Strands Agents, and modern LLM pipelines.

An in-depth post-mortem and engineering guide to debugging 30-second model reload timeouts in llama-swap and vLLM setups, featuring Nginx tuning, async preloading, and smart load-balancing strategies.

A comprehensive security checklist for hardening self-hosted LiteLLM proxies, covering critical vulnerabilities, default configuration risks, and enterprise best practices.

An in-depth analysis of the Destructive Reach benchmark testing 36 LLMs on shell safety. Discover why 19 models destroyed uncommitted developer work with git reset --hard, the limitations of syntax-based security gates, and how to build safer autonomous AI agents.

An analysis of the LiteLLM supply chain incident and a guide to hardening your AI agent infrastructure against malicious package injections.

Learn how to use six specialized open-source agent skills to deploy Hugging Face models onto Amazon SageMaker AI, complete with automated container selection, autoscaling, CloudWatch alarms, and verified teardowns.

Learn how to safely deploy autonomous LLM agents in production and staging DevOps pipelines using deterministic policy interceptors, ephemeral Docker sandboxes, and dry-run state-diff verification.

Learn how to move beyond simple LLM prompts and build a robust, multi-layered 'Software Factory' architecture to make coding agents production-ready.

Learn how to script autonomous AI coding agents using Claude Code Headless Mode. This guide covers non-interactive execution, TypeScript orchestration, CI/CD pipelines, and enterprise LLM API integration.

AI code generation often misses the 'boring 20%' of software development. Learn how to transform these implicit assumptions into deterministic gates that fail your build, ensuring reliability in agentic systems.

As autonomous AI agents write an increasing portion of production code, auditability and provenance become crucial. Learn how Docket provides per-commit evidence records for agent-generated pull requests.

Learn how to self-host OpenClaw 2.0 (v2026.8.1), the viral open-source AI agent runtime. Explore architectural updates, security hardening, multi-LLM API setup, and step-by-step deployment on cloud infrastructure.