Insights & Essays.
Architectural post-mortems, Generative AI implementation guides, and the reality of technical sovereignty in 2026.
Latest Articles
Claude Coworker in Production: Architecting Collaborative Multi-Agent Teams in Enterprise Git Workflows
A complete practitioner's blueprint for deploying the Claude Coworker framework in enterprise repositories.
Anthropic Claude Code: Mastering the Agentic CLI for Headless Software Development
Master Anthropic's Claude Code CLI. Deep-dive tutorial on installation, secure environment permissions, scripting, and running headless agentic operations.
LLM Evaluation in Production: Agent Benchmarks That Actually Predict Failure
Stop relying on MMLU or static evals. Build a production agentic evaluation pipeline with golden sets, CI/CD regression testing, and real-time shadow
Zero-Trust Cloud for AI Agents: IAM, Secrets, and Federated Identity
Zero-Trust Cloud for AI Agents: IAM, Secrets, and Federated Identity By Vatsal Shah | June 28, 2026 | 25 min read Table of Contents 1.
Active RAG: Dynamic Multi-Hop Query Planning and Self-Correction for AI Agents
Tired of passive vector RAG dropping context? Discover Active RAG: dynamic sub-query trees, multi-hop planners, and self-correcting agent loops.
GitOps for Agentic Code: Branching, Review, and Audit When AI Writes 60% of Commits
GitOps for Agentic Code: Branching, Review, and Audit When AI Writes 60% of Commits By Vatsal Shah | June 27, 2026 | 14 min read Table of Contents - The.
GitHub Actions + AI Agents: CI/CD That Reviews, Tests, and Deploys Autonomously
Autonomous AI agents are transforming GitHub Actions from simple rule-based runners into cognitive CI/CD pipelines that review code, fix bugs, and deploy.
iOS 20 + Swift 6: Building App Intents Agents That Actually Ship
Learn how to build next-generation autonomous App Intents agents in iOS 20 and Swift 6, leveraging strict concurrency actors and secure Private Cloud.
Azure AI Foundry Agents: Entra ID, Governance, and the Sovereign Enterprise Stack
Master azure ai foundry agents enterprise 2026. Deploy secure agent loops using Entra ID, Prompt Shields, and sovereign compliance architectures.
External Standards & Publications
Our engineering publications follow industry standards for software architecture and agentic AI systems. Read more about technical specifications at the IEEE Standards Association and general web engineering principles at the World Wide Web Consortium (W3C).