Blog
What we’re thinking about engineering, AI, and product
Perspectives on engineering, AI, and digital transformation from our team.
Artificial Intelligence
Why Intuit Replaced Multi-Agent AI With a Skill-Based Architecture
Jul 14, 2026
For most of 2025 and into 2026, the default answer to “how do we scale enterprise AI” was: add more agents. Spin up a planner agent, a research agent, a writer agent, a reviewer agent, wire them into …
Read more
Artificial Intelligence
Microsoft Frontier Company: A $2.5B Bet on Enterprise AI Deployment
Jul 9, 2026
On July 2, 2026, Microsoft launched Microsoft Frontier Company, a new operating business backed by $2.5 billion and roughly 6,000 industry, engineering, and AI experts whose only job is to embed with …
Read more
Artificial Intelligence
The AI Legacy Modernization Framework Financial Firms Actually Need
Jul 7, 2026
On February 23, 2026, IBM’s stock dropped 13% in a single day — its worst day since October 2000 — after Anthropic announced Claude Code could map dependencies, document workflows, and surface technic…
Read more
Artificial Intelligence
Agentic AI Discovery: The First Discipline of the Infinite Workforce Era
Jul 6, 2026
There are moments in economic history when a new instrument does not merely improve the old machine, but changes the nature of the machine itself. Agentic AI is such a moment. It is not another dashbo…
Read more
Artificial Intelligence
Measuring Agentic AI Developer Productivity: A CTO’s Framework
Jul 2, 2026
I spent most of June looking at dashboards that told me my engineering org had never been faster. Pull requests were up. Commits were up. Every chart pointed the same direction: more. Then I asked a h…
Read more
Development
TypeScript Enterprise Migration: The New Language Shift of 2026
Jun 30, 2026
In August 2025, TypeScript became the #1 language on GitHub by monthly active contributors, reaching 2,636,006 developers — a 66.6% year-over-year increase. By 2026, 78% of professional developers use…
Read more
Artificial Intelligence
Why Enterprises Are Replacing RAG With Context Architecture in 2026
Jun 25, 2026
Something broke in enterprise RAG deployments in the first quarter of 2026. Not catastrophically, not all at once — but the market data captures a structural correction in progress. VentureBeat’s VB P…
Read more
Artificial Intelligence
Nearshore 2.0: Why Time Zone Fit Beats Cost in AI Projects
Jun 23, 2026
Sixty-four percent of enterprises are actively deploying AI today, according to the NVIDIA State of AI Report 2026. Yet 38% of those same organizations identify a shortage of AI experts as their singl…
Read more
Artificial Intelligence
Token Prices Fell 98%. Enterprise AI Bills Tripled. Here’s the Engineering Fix.
Jun 18, 2026
Token prices collapsed 98% since late 2022 — from $20 per million tokens to roughly $0.40. Enterprise AI budgets didn’t follow. They grew from an average of $1.2M in 2024 to $7M in 2026, a 320% increa…
Read more