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35 posts filed under #Import 2026-10-14 04:02.
Engineering Best Practices
A solo founder came to us with a product built fast on Replit. It worked in every demo he ran. It had no real users on it yet, and it was not production ready. That gap i...
Oct 8, 2026 · 4 min read
Developer Tooling
A five-stage DevOps maturity model for engineering leaders, from manual releases to AI-native delivery, built on DORA's 2025 research.
Oct 6, 2026 · 7 min read
Artificial Intelligence
Your team adopted AI and delivery barely moved. A five-step roadmap for engineering leaders, built on DORA and Faros data.
Oct 5, 2026 · 7 min read
AI Integration
Most AI agents pay full chatbot prices for simple routing decisions. Here is why classification models, not chatbots, are actually built for that job.
Sep 24, 2026 · 5 min read
Compliance
Most healthcare MVPs stall at deployment because they were built to a founder's vision, not a pilot customer's signed contract. Here is how to flip the scoping direction.
Sep 7, 2026 · 7 min read
AI Integration
Hourly outsourcing firms are not slow to adopt AI. AI erodes the billable-hours model they run on, and clients who saw them as cheap labor are already moving on.
Aug 25, 2026 · 4 min read
#Import 2026-10-14 04:02
Startups hiring their first AI PM are conflating three different jobs. Here's the taxonomy, and which archetype your product actually needs.
Aug 13, 2026 · 4 min read
#Import 2026-10-14 04:02
Most SaaS teams pick MySQL or PostgreSQL by default, then pay for it later. Here's the framework I use to choose the right database before scaling bites.
Aug 12, 2026 · 7 min read
Artificial Intelligence
MCP, agent loop, orchestrator, guardrails — most teams can define these terms but haven't made the actual decision each one forces. Here's both.
Aug 5, 2026 · 7 min read
Software Testing
Picking a test automation framework is a permanent decision disguised as a temporary one. This article cuts through the marketing copy on Playwright, Cypress, and Seleniu...
Aug 4, 2026 · 5 min read
#Import 2026-10-14 04:02
Traditional QA breaks on AI features. Here's why testing AI needs a different playbook, and how to build one that actually catches problems.
Jul 28, 2026 · 4 min read
Engineering Best Practices
Better prompts won't save you. Better handoffs will. Here's how senior engineers and Forward Deployed Engineers structure AI-assisted development before the AI touches an...
Jul 23, 2026 · 4 min read
Artificial Intelligence
You didn't choose one AI model. You got locked into one. Here's the dependency draining your build budget, and how to make any model a swappable, low-cost part.
Jul 17, 2026 · 4 min read
Founder Resources
Most founders assume they own the code an agency built for them. Most are wrong. Here's what actually happens to your software IP when an agency shuts down — and how to p...
Jul 9, 2026 · 5 min read
Founder Resources
Retrofitting compliance onto a live product costs 3-5x more than building it in. Here's what GDPR, SOC 2, and HIPAA actually require at the architecture level.
Jul 8, 2026 · 8 min read
Founder Resources
Vibe coding ships demos fast, then breaks where stakes are highest. Here's the line between where AI-generated code helps startups and where it costs you.
Jul 7, 2026 · 5 min read
Founder Resources
You don't need to learn to code. As a non-technical founder, you need to know the few decisions where being wrong is expensive. Here's what actually matters.
Jul 4, 2026 · 6 min read
SaaS & Product Growth
Most SaaS teams either skip multi-tenancy or overbuild it. Here's the architecture that works from day one without the rebuild tax.
May 22, 2026 · 11 min read
MVP Development
Most health tech MVPs don't fail because the code was bad. They fail because of decisions made in week two — who pays, what your regulatory exposure is, and whether the p...
May 6, 2026 · 11 min read
MVP Development
MVP quotes range from $15K to $250K for the same product. Most founders pick the middle number and hope. Here's the framework to actually evaluate what you're buying.
Apr 28, 2026 · 7 min read
MVP Development
Building a fintech MVP? Here's what most founders get wrong — from payment rails to KYC architecture. A practitioner's guide from a team that's shipped it.
Apr 26, 2026 · 9 min read
Startup Strategy
Most guides give you a useless $15K–$150K range. Here's what we actually charged for real MVPs, and the breakdown no one else publishes.
Apr 11, 2026 · 12 min read
Technical Leadership
LinkedIn "fractional" profiles grew 5,400% in two years. Here's the data-driven guide to deciding whether a fractional CTO, a full-time hire, or a technical agency partne...
Apr 2, 2026 · 7 min read
Product Development
85% of product launches fail from building the wrong thing. A 2-week discovery sprint costs $3K-$8K and validates your assumptions before you spend $50K-$100K on developm...
Mar 31, 2026 · 8 min read
Artificial Intelligence
84% of developers now use AI tools. Only 29% trust them. That's not a typo, and it's not cherry-picked. The Stack Overflow 2025 Developer Survey collected 49,000+ respons...
Mar 24, 2026 · 9 min read
Engineering Best Practices
Every SaaS product needs authentication. Every user needs to log in. And at least once a quarter, a founder walks into a call with us and says some version of: "We built...
Mar 12, 2026 · 7 min read
Startup Strategy
Before we wrote a single line of code for Navia — an AI-powered marketing platform — we had to talk the founder out of building it on WordPress. Someone had already advis...
Mar 10, 2026 · 9 min read
Startup Strategy
Six years ago, if a non-technical founder wanted to test a product idea, they had two options: spend $40K on a dev team or learn to code. Today, that same founder can ope...
Mar 6, 2026 · 11 min read
Artificial Intelligence
We get this one a lot: a founder comes in with a CTO quote of $280,000 and eight months to "add AI" to their SaaS platform. We ask what they actually want the AI to do. T...
Feb 23, 2026 · 8 min read
Startup Strategy
A founder called me two months ago. Smart guy, technical background, already had a Figma file with 47 screens. He wanted to "move fast." His timeline: four weeks to MVP....
Feb 18, 2026 · 6 min read
Artificial Intelligence
Your senior engineers spend 8-12 hours per week reviewing code. At $150K salary, that's $9,600/year per engineer just on reviews. For a team of 5 seniors? That's nearly $...
Dec 5, 2025 · 4 min read
Startup Strategy
Last Tuesday, a founder asked me: "Should I build a mobile app or a web app first?" I asked her three questions: * Where are your users when they need your product most?...
Dec 1, 2025 · 9 min read
Startup Strategy
Here's a question I get from founders at least once a week: "Why is my development team so slow?" Usually, they're not slow. They're just drowning. Drowning in feature re...
Nov 24, 2025 · 11 min read
Artificial Intelligence
Look, I'm tired of reading blog posts that are basically "We use ChatGPT and it's amazing!" This isn't that. Last month, a client came to us with a broken MVP, two weeks...
Nov 17, 2025 · 7 min read
Startup Strategy
You've validated your idea. You've got early customers. Now comes the million-dollar question: Do you build custom software or buy off-the-shelf? It's one of the most con...
Nov 13, 2025 · 6 min read
Thirty minutes, a scoped approach, and a real number rather than a range. Whether the build starts from nothing, needs rescuing, or needs engineers inside an existing team, the first conversation looks the same.
