Notes from the engineering side
Long-form essays from current engagements. No AI hype. No agency template.
Why Your API Design Is Killing Your Sales Cycle
API quality goes beyond the borders of a technical metric; it becomes a driver of enterprise sales conversion, deal size, and customer retention.
When Technical Debt Stops Being a Business Asset
Technical debt is not always a byproduct of inexperienced or sloppy product development. Sometimes, it is used intentionally as a strategic tool.
In-House Senior vs. Engineering Studio: The Real Cost
The first thing a new company faces when it comes to hiring a technical leader is that the salary is only about 68% of the actual cost of a senior engineer.
Alert Fatigue: Why Your PagerDuty Is Killing Velocity
If the volume of such notifications becomes unbearable, your team can get desensitized; engineers start ignoring or snoozing them, and they often miss critical warnings.
AI Agents Without Guardrails Are a Time Bomb
The core insight is that AI agents don’t lack intelligence and thus fail; they have operational gaps in their system architecture.
NIST vs SOC 2 vs ISO 27001: Which One Buyers Want
Three security frameworks, one practical difference: only two of them end in a document your buyer's procurement team can read. Which to run first, and what the second one costs.
How to Vet a Fractional CTO: Sourcing Channels and Red Flags
Where fractional CTO services come from, what each sourcing channel returns, and how to evaluate a candidate before you sign. The questions and the red flags.
What Is a Fractional CTO? The Role, the Scope, the Limits
What is a fractional CTO, what the role owns, what it never touches, and the team size at which the model stops fitting. A buyer's definition, not a pitch.
SOC 2 Compliance for SaaS Startups: When to Start, What It Costs, How to Pass
SOC 2 for startups is the security framework US enterprise buyers ask for first. Here is when to start, the realistic cost, and a six-month plan that passes Type II without overbuilding.
ISO 27001 for SaaS Companies: Process, Benefits and Cost
ISO 27001 is the certification European enterprise buyers ask for and most US SaaS companies postpone. Here is the process, the realistic cost, and when it earns its place on the roadmap.
Engineering Team Structure: Models That Scale from 10 to 100 Engineers
Three engineering team structures fit three different company sizes. Pick the wrong one and the next 20 hires arrive into a system that cannot absorb them.
Engineering Velocity: How to Measure It and Why It Stalls
Engineering velocity is not the sum of story points. It is the time from decision to production. Here is how to measure it properly and what to do when it stalls.
WEEKLY NOTE
One insight per week. From current engagements.
One short note from current work plus 2–3 outside links worth your time.
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