Insights

AI & Product Engineering Insights

Technical and strategic notes on AI workflow systems, custom business applications, and the backend foundations they rely on.

Featured

July 16, 2026

Apple vs OpenAI: What the Hardware Lawsuit Means for Enterprise AI Buyers

Apple's July 2026 trade-secret suit against OpenAI is not just legal news. It signals how device, agent, and supply-chain risk now show up in enterprise AI procurement.

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July 16, 2026

agent systems

The Codex Shift: From Prompting to Delegation Governance

OpenAI's Codex usage data shows enterprise AI moving from chat to delegated work. What changes in permissions, checkpoints, traces, and evals.

July 16, 2026

agent systems

Non-Developers Are Adopting Agents Faster Than Governance Can Catch Up

Codex data shows legal, finance, and ops teams adopting agentic tools faster than engineering did. The bottleneck is now governance design, not model access.

July 16, 2026

agent systems

The Codex Shift: From Prompting to Delegation Governance

OpenAI's Codex usage data shows enterprise AI moving from chat to delegated work. What changes in permissions, checkpoints, traces, and evals.

July 16, 2026

agent systems

Non-Developers Are Adopting Agents Faster Than Governance Can Catch Up

Codex data shows legal, finance, and ops teams adopting agentic tools faster than engineering did. The bottleneck is now governance design, not model access.

July 14, 2026

architecture

Astro vs. Next.js vs. TanStack Start: A Pragmatic Comparison

An architectural and operational comparison of Astro, Next.js, and TanStack Start for production workloads, with a focus on edge deployment, server components, and Cloudflare vs. Vercel compatibility.

July 10, 2026

agent rollout

AI Agent Rollout: First 90 Days Playbook

A 90-day playbook for shipping one AI agent into production: scope, evals, human review paths, and what to refuse until the first loop holds.

July 8, 2026

llm selection

How to Choose an LLM for Production AI Workflows in 2026

Model rankings shift every quarter. The criteria that matter for production agent work haven't. A decision framework for picking the right model — and for knowing when to switch.

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