6 min read
Most engineering team decisions happen by default. Someone leaves, you hire. A deadline hits, you bring in a contractor. Here's how to make it on purpose.
6 min read
Engineering capability becomes a liability when applied to problems with existing solutions. A framework for the build-vs-buy decision — and why it's strategic, not technical.
6 min read
Most agencies deliver what you asked for. An engineering partner delivers what you should have asked for — and is still thinking about your architecture six months after handover.
7 min read
The hard part of system integration isn't the connection — it's the boundaries. Failure modes, retry logic, split transactions, and why middleware formalises a bad boundary but can't fix one.
11 min read
Your dashboard shows green while your system degrades. Averages hide the tail, thresholds miss the drift, and what you didn't think to measure will break first.
5 min read
Deployment frequency is down, estimates are up, and nobody wants to touch the core module. Your architecture isn't aging — it's working against you. Here's how to tell the difference.
7 min read
Teams conflate CI/CD tooling with engineering process. A green pipeline doesn't mean your process works — it means your builds compile. The real SDLC problems are the ones you can't see in GitHub Actions.
5 min read
Most companies have an AI pilot that never reaches production. The problem isn't the model — it's the process around it.
5 min read
Deployment frequency dropping. MTTR climbing. Nobody wants to touch the payments module. These aren't operational problems — they're architecture problems. When to bring in an outside perspective.
4 min read
Switching software vendors looks straightforward until you hit data migration, retraining, integration rework, and the productivity crater that nobody budgets for.
8 min read
Technical debt isn't a code problem. It's a velocity problem — and velocity is money. Here's how to identify it accurately and make a case that non-technical stakeholders will actually act on.
5 min read
SaaS is not always cheaper. Custom is not always better. The decision depends on a few specific questions — and getting them wrong in either direction is expensive.
6 min read
Most software development engagements that go wrong show warning signs early. The founders who get burned usually saw them. Here's what to watch for before you sign.
6 min read
Offshore development is cheaper per hour. That's the only part of the pitch that's straightforwardly true. A direct comparison of what you actually get.
7 min read
Rewriting a legacy system is the most expensive way to modernise it — and often unnecessary. What actually works, and how to approach it without betting the business on a two-year project.
5 min read
System integration is the plumbing that makes your software stack work together. What the options are, when each one fits, and how to scope an integration project without overbuilding.
5 min read
A software architect doesn't write more code — they make the decisions that determine whether your codebase becomes an asset or a liability.
8 min read
Most software rewrites aren't engineering failures — they're the delayed consequence of architecture decisions made under pressure.
5 min read
Custom software in South Africa costs anywhere from R300k to R3M+. The range is real — and knowing what drives it will save you from the wrong conversation with the wrong vendor.
5 min read
Offshore development failures aren't anomalies — they're predictable outcomes. Why complex software problems can't be solved at a distance.
6 min read
Portfolios and client lists are lagging indicators. Here's what to actually look for — and the questions that reveal how they work.
6 min read
The build-vs-buy decision isn't technical — it's strategic. A practical framework for CTOs and technical founders.