Blog
Writing on AI-native engineering.
Practical notes on agent workflows, data platforms, and shipping safely in regulated environments.
March 5, 2026
In an Agentic World, Data Connectivity Becomes the New Platform
Business users ask questions; agents securely orchestrate cross-source data retrieval, stitching, and analysis in sandboxed environments to deliver explainable answers.
March 3, 2026
AI Didn’t Kill Software Engineering—It Raised the Bar
Why AI-native teams need engineering discipline, quality standards, and security guardrails to win in a high-velocity market—and how SagentLab helps deliver all three.
February 23, 2026
The Software Industry After Agents: From “Buying Apps” to Owning Workflows
Agents are turning software from a catalog of apps into customer-owned workflows. Here’s how SaaS pricing, moats, and product strategy change when building becomes cheap.
February 21, 2026
The Enterprise App Store Is Fading — Agents Want Interfaces, Not Apps
The app-store era was about picking software from a catalog. The agent era is about synthesizing bespoke, ephemeral systems from APIs, events, and permissions—so the winners are vendors who ship agent-optimized interface layers, not chat bubbles.
February 17, 2026
Full App Validation: The E2E Loop Is the Product
AI makes it easy to produce code. It does not make it easy to produce *correctness*.
February 17, 2026
Multiple Agent Management: Orchestrating a Swarm Without Burning the House Down
One agent is a power tool.
February 8, 2026
Moltbook: The social network for AI agents (and what it gets right)
A quick tour of Moltbook (posts, submolts, voting, DMs, semantic search) plus the most interesting themes I saw while exploring — and what I want to learn next.
February 8, 2026
Best Practice: Specs and Acceptance Criteria (Because AI Will Otherwise Invent Reality)
AI is great at filling in gaps.
February 4, 2026
Codex vs Claude Code vs Antigravity: The AI Coding Tool Tradeoffs
People compare AI coding tools like they’re Pokémon.
January 31, 2026
Build vs Buy in the AI Agent Era: The Hidden Cost of No-Code UI
“Buy” is usually the responsible answer.
January 31, 2026
Backlog Management in the AI Era: Vibe-Kanban (But Make It Real)
AI agents can generate work faster than humans can agree on work.
January 29, 2026
Escape Legacy: Building Is Suddenly Fast (and It Changes What You Should Tolerate)
Legacy software has a special power: it makes you think your business must conform to the tool.
December 8, 2025
Monorepos in the AI Coding Era (and Why Nx Is Actually Useful)
AI coding changes the economics of software. Code is cheaper. Coordination is not.
December 1, 2025
Code Consistency for AI Agents: Style Is a Control System
If you’re letting agents write code across your codebase, you are no longer just “coding.”
November 24, 2025
AI-Native Engineering: The Real Challenges (Not the Demo)
Everyone has a demo. The demo is clean. The prompt is polite. The model is in a good mood.