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Thinking Out Loud

Practical perspectives on AI, engineering, and what it actually takes to build and scale a tech product in 2026.

How to Build a Product Roadmap Engineering Can Actually Execute

Most product roadmaps are optimistic at best and fiction at worst. Here's how to build one that engineering believes in, that stakeholders can trust, and that survives contact with reality.

July 14, 20267 min read

Product DevelopmentStartupsStrategy

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EngineeringStartupsHiring

Engineering Hiring Red Flags: What to Spot Before Making an Offer

Bad engineering hires are expensive in ways that go beyond salary. Here's what to look for — and what to ignore — when evaluating technical candidates.

July 13, 20266 min read

EngineeringStartupsProduct Development

The Startup Guide to Software QA and Testing

Most startups treat QA as optional until a bad bug costs them a client or a launch. Here's how to build a testing approach that fits your stage and actually prevents the bugs that matter.

July 12, 20267 min read

EngineeringStartupsStrategy

DevOps for Startups: When to Set It Up and What It Actually Involves

Most startups either ignore DevOps until it becomes a crisis or over-invest in it before it matters. Here's the practical guide to getting the timing and scope right.

July 11, 20267 min read

StartupsStrategyEngineering

How to Manage a Software Development Agency (And Not Get Burned)

Most agency engagements that go wrong do so for predictable reasons. Here's how to set up the relationship for success — and the warning signs that something is going off track.

July 10, 20267 min read

StartupsProduct DevelopmentStrategy

Product Discovery: How to Validate Before You Build

The most expensive software is software nobody wanted. Product discovery is how you find out whether you're building the right thing before you spend months building it.

July 9, 20266 min read

EngineeringStartupsProduct Development

When to Rebuild Your Software vs Keep Iterating

The rewrite is one of the most tempting — and most dangerous — decisions in software. Here's how to know when it's genuinely necessary and when iteration is still the right call.

July 8, 20267 min read

EngineeringStartupsStrategy

Remote Engineering Teams: What Actually Works in 2026

Remote engineering is the default for most startups now. But most teams still get it wrong in the same ways. Here's what the ones that get it right do differently.

July 7, 20267 min read

StartupsStrategyProduct Development

SaaS vs Custom Software: Which Does Your Startup Actually Need?

The build vs buy decision is one of the most consequential a startup makes. Here's a practical framework for getting it right — and the expensive mistakes to avoid on both sides.

July 6, 20267 min read

StartupsProduct DevelopmentStrategy

How to Write a Software Development Brief That Gets You What You Want

Most software projects go wrong in the brief, not the build. Here's how to write one that produces accurate quotes, fewer surprises, and a product that actually matches what you needed.

July 5, 20266 min read

EngineeringStartupsStrategy

How to Choose a Tech Stack for Your Startup in 2026

Most startups choose their tech stack for the wrong reasons — and pay for it later. Here's a practical framework for making the decision based on what actually matters at your stage.

July 3, 20268 min read

StartupsProduct DevelopmentStrategy

How Much Does It Cost to Build an MVP in 2026?

The honest answer to the question every founder Googles before hiring anyone. Real cost ranges, what drives them, where to cut, and where cutting always backfires.

June 22, 20268 min read

StartupsStrategyEngineering

When Your Startup Needs a Fractional CTO (And When It Doesn't)

Most startups assume they need a full-time CTO from day one. Most are wrong. Here's how to think through the decision — and what the alternatives actually look like in practice.

June 16, 20267 min read

EngineeringStartupsProduct Development

Technical Debt: The Startup Guide to Managing It Without Slowing Down

Every startup accumulates technical debt. The ones that scale successfully aren't the ones who avoid it — they're the ones who manage it deliberately. Here's how.

June 8, 20267 min read

StartupsHiringEngineering

How to Hire Senior Developers Without the 6-Month Wait

Most startups spend 3-6 months trying to hire a senior developer and still end up with the wrong person. Here's a better approach that gets you the right talent faster — without the typical hiring tax.

June 1, 20267 min read

StartupsOutsourcingEngineering

Build In-House or Outsource? The Decision Framework Every Startup Needs

Every startup eventually faces it: do we hire a team and build this ourselves, or do we bring in an outside partner? Here's the honest framework for making that call without regret.

May 22, 20267 min read

StartupsProduct DevelopmentEngineering

Why Your MVP Keeps Getting Delayed — And What to Do About It

Most startup MVPs take twice as long as planned and deliver half of what was promised. Here's the honest breakdown of why that happens and how to ship faster without cutting corners.

May 15, 20266 min read

AIAutomationStartups

AI Automation in 2026: What Every Startup Needs to Know

AI automation has moved from buzzword to business necessity. Here's a practical breakdown of what startups should automate, what to avoid, and how to get started without wasting budget.

May 5, 20267 min read

Staff AugmentationHiringEngineering

Staff Augmentation vs. Hiring Full-Time Engineers: What's Right for Your Startup?

When you need more engineering capacity, the instinct is to hire. But staff augmentation is often faster, cheaper, and more flexible. Here's how to decide which model fits your situation.

April 28, 20266 min read

AIDevelopmentVibe Coding

Vibe Coding: The Practical Guide to AI-Assisted Development in 2026

Vibe coding isn't about replacing engineers — it's about making good engineers dramatically faster. Here's what it actually looks like in production and how to adopt it without the hype.

April 18, 20268 min read

StartupsTech ConsultingHiring

How to Choose a Tech Partner for Your Startup (Without Getting Burned)

Most startup technical partnerships fail for predictable reasons. Here's what to look for, what red flags to watch for, and the questions that separate good partners from expensive mistakes.

April 10, 20267 min read

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