Insights & Essays.
Field notes for CTOs and principal engineers: what shipped, what failed, and how to staff the next AI program. Depth first — no vendor recap.
Latest Articles
GBS as Agentic AI Launchpad: Why Shared Services Win Transformation Before HQ Does
Discover why Global Business Services (GBS) outpaces corporate headquarters in agentic AI transformation. Explore empirical benchmarks, the 3 readiness factors, technical skill staircases, multi-agent ERP architectures, and the 12-month maturity roadmap.
ITSM at Agentic Scale: Observability-First Ops When Ticket Queues Cannot Survive 2,000 Agents
Traditional IT service management drowns when 2,000+ autonomous agents deploy. Discover how forward-thinking CIOs and SREs replace manual ticket queues with observability-first operations, graph CMDBs, automated circuit breakers, and on-call for agents.
Agentic-AI-First Global Capability Centers: From Delivery Nodes to Sovereign Intelligence Hubs
EY's 2026 GCC thesis: next-generation Global Capability Centers are not merely digital-first—they are Agentic-AI-First by design. Discover how Fortune 500s replace bureaucratic labor arbitrage with sovereign intelligence hubs, event-driven orchestration, and new workforce models.
AI ROI on the P&L: Killing Productivity Theater in Digital Transformation
Why enterprise AI productivity dashboards are losing budget battles. Discover how CFOs reconcile agentic AI directly to GAAP/IFRS P&L lines, audit cashable savings, enforce 90-day pilot kill gates, and bridge the $1.5T capability-outcome gap.
Federated Agentic Platform Operating Model: Killing the AI CoE That Blocks Enterprise Transformation
Why centralized AI Centers of Excellence (CoEs) bottleneck enterprise transformation. Discover the Federated Agentic Platform Operating Model: shared platform foundations, domain-owned autonomous workflows, automated CI/CD graduation gates, and dual FinOps funding.
OWASP Top 10 for Agentic AI (ASI01-ASI10): Implementation Guide for Enterprise Teams
Master OWASP's Top 10 for Agentic AI (ASI01-ASI10). Learn goal hijacking, tool misuse, runtime governance, MCP verification, Lakera Guard, and Garak red-teaming.
PLG 3.0: Agent-Led Growth and the Death of the Freemium Ceiling
Product-Led Growth (PLG) 3.0 shifts SaaS scaling to Agent-Led Growth (ALG).
Cursor Rules (.cursorrules) Engineering: Programming Agentic IDEs for Strict Architectural Compliance
Master .cursorrules and .cursor/rules/*.mdc files to enforce coding standards, security policies, and directory architecture on AI agents in Cursor IDE
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
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).