Insights & Thought Leadership
Enterprise AI strategy, private infrastructure, and agentic workflows.
How I Built a Digital Twin of Myself That Actually Scales
Phase 1: Static Snapshot
7 min read
Why Zero Lock-In Matters for Enterprise AI
Vendor lock-in in enterprise AI looks like three things:
6 min read
Why Private AI Must be in Your Enterprise AI Strategy
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6 min read
Managing Context Overflow in AI Coding Agents
The session always dies. You're deep into a coding task — the agent is refactoring, testing, iterating — then the context window fills, the conversation stal...
5 min read
Bridging the E2E Testing Gap: Introducing SuperWeb Testing
The problem is worse now than it was two years ago. AI coding agents write features, merge PRs, and deploy at speeds no human QA team can match. The old mode...
8 min read
Observability Stack — Architecture for multi-agent AI systems
When agents are building agents, who watches the watchers?
9 min read
Manage Your AI Agents at Enterprise Scale
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6 min read
Executable Enterprise Architecture - Agentic-TOGAF-ADM
Recently, I published a milestone update to the ArcKit open-source project: PR 626. This update introduces AI-agentic, tool-agnostic support for the TOGAF Ar...
7 min read
Practice of AI agent workflow patterns
The core requirement is clear: each iteration must self-improve without writing a single prompt, guided by specification-driven-design (SDD), orchestration ...
10 min read
Why I build my local AI with less spend on AI Subscriptions
The economics are simple: less paying rent on intelligence, start owning it. Six months in, billions of tokens later, this feels less like cost-cutting and m...
5 min read
Buy Over Build? Rethinking IT Strategy in the AI wave
AI has broken that equation. AI-assisted coding, low-code accelerators, and composable platforms have collapsed development timelines and marginal costs. As ...
5 min read
The Impossible Triangle: Speed, Context and Knowledge
The Impossible Triangle: Speed, Context, Knowledge - Speed (tokens/sec): Bound by compute throughput and VRAM bandwidth. Pushing latency limits forces you...
4 min read
Private AI Is Production-Ready
Billions of Tokens, Zero Regret
6 min read