All articles
The framework for building high-performing engineering teams hasn't changed, but it's no longer enough. Here's the case for adding AI fluency and a 10x mindset to the foundation that still holds.
By Michael Goldstein
10 min read
A practical decision framework for choosing software architecture patterns based on scalability, team structure, operational complexity, and long-term system constraints.
By Tiago Machado
9 min read
Software development outsourcing trends are shifting fast in 2026. New H-1B costs, tighter hiring, and growing IT budgets are reshaping how engineering teams source external capacity.
By Bob Leibholz
11 min read
AI inference costs are unpredictable, hallucination risks are harder to detect in finance, and access control gaps can trigger regulatory action. Here's how to navigate all three.
By Izcóatl Estañol
17 min read
The teams seeing 10x returns from AI aren't using better tools. They're operating on better codebases. Here's the economic case for treating code quality as engineering infrastructure.
By Bryon Jacob
12 min read
Skip the hype cycle. Here is a practical breakdown of which trends change your delivery risk this year and which ones can wait.
By Enrique Ruibal
10 min read
Most AI oversight setups look right on paper and break down in practice. This piece helps engineering leaders identify where the gaps are before a failure does it for them.
By James Booth
13 min read
From AI Pilot to Production: The Organizational Shifts Engineering Teams Can’t Skip – Webinar Replay
AI is moving beyond pilots into production, exposing the limits of existing workflows. Engineering teams must rethink how they build, validate, and operate software in an AI-first environment.
By Bob Leibholz
8 min read
Turning AI pilots into P&L impact is not easy. Arun Nandi breaks down why value stays abstract at scale and what it takes to build the operating discipline that changes that.
By Arun Nandi
12 min read
A practical guide to software outsourcing for US companies: real cost breakdowns, nearshore vs offshore tradeoffs, and how to evaluate vendors.
By Facundo Molina
12 min read
Most vendor selection mistakes happen before contracts are signed. Learn what to evaluate, which red flags matter, and how to avoid costly missteps.
By Alessandro Baggio
26 min read
A practitioner's guide to staff augmentation. Covers the end-to-end process, common failure modes, a week-one onboarding playbook, and how to evaluate providers.
By Natalia Rodriguez
17 min read
AI features break in ways traditional testing can't catch. This is the case for evaluation-first engineering, the discipline that prevents silent regressions and keeps LLM-powered products reliable at scale.
By Rob Teegarden
10 min read
As AI generates more of the codebase, code review as we know it is becoming a bottleneck. The fix isn't faster review. It's review happening earlier, at the level of intent.
By Ayman Shoukry
12 min read
How Engineering Leaders Can Structure the PdM-PjM Partnership to reduce thrash and improve delivery predictability
By Renata Matos
11 min read