you@inventive:~$ cat ./insights

Field notes on building
software in the AI era.

# Dispatches from the build - AI engineering, product velocity, and shipping software that actually works.

// latest

From the build log

Microsoft Says Simon Timms Is an MVP and We Already Knew That

Microsoft has recognized Inventive's Simon Timms as an MVP for the 12th consecutive year. See what that expertise and access mean for our clients.

12 Reasons Apple Rejects Apps (And How to Ship Past Every One)

Apple rejects apps for 12 boringly predictable reasons - crashes, broken links, sketchy payments, thin content. Here's every one, and how to clear it before you submit.

10 Process Improvement Methodologies That Actually Move the Needle

Fine processes quietly rot. Here are 10 process improvement methodologies - Kaizen, Lean, Six Sigma, Kanban and more - plus how to pick the one that fits your actual problem.

Blazor vs. React: How to Actually Pick One

Every Blazor vs. React comparison ends with "it depends." Here's the honest version - what each framework really is, where each one breaks, and the short list of questions that actually makes the call for you.

WordPress or Custom Build? 5 Times WordPress Is the Wrong Call

WordPress powers 40% of the web, but popular isn't the same as right for your project. Here are five times a custom build beats the default CMS choice.

How to Build a Technology Roadmap in 10 Steps

A technology roadmap is not a Gantt chart or a shopping list of servers. Here are 10 steps to build one that actually connects your tech to where the business is going.

Azure Security Best Practices That Actually Hold Up

Azure gives you a deep security toolkit, but tools sitting unconfigured protect nothing. Here are the Entra ID, Defender for Cloud, and least-privilege practices that actually hold up.

Why Your Project Needs a Technical Discovery Phase

A discovery phase feels like a stall before the real work. It is actually the cheapest insurance you will ever buy against a blown budget and half a product.

Flutter: Forcing Screen Orientation Per Route (And Snapping It Back)

Force a Flutter screen into landscape, then snap it back to portrait when the user leaves - with the one navigation gotcha that trips people up.

The npm Troubleshooting Checklist: Debug Dependency Hell Without Guessing

Dependency bugs are not weather - they have findable causes. Here is the exact npm checklist we use to fix "it works on my machine" without guessing.

Deploying Docker Containers to Elastic Beanstalk from ECR

The old Elastic Beanstalk Docker tutorials are full of commands that no longer work. Here is how to deploy a container from ECR the way it actually works today - ECR login, Dockerrun.aws.json, env vars, and a one-command redeploy.

Build a To-Do List in React With Hooks (The Modern Way)

The classic first React project, rewritten for how React is actually written today - function components, the useState hook, and Vite. Build a working to-do list in about 60 lines.

8 Common Software Bugs and How to Squash Them

Performance, logic, integration, security - most bugs fall into eight recognizable types. Learn to name each one so you can triage and squash them faster.

Most Teams Are Chasing the Wrong Kind of AI Coding Autonomy

Everyone's dreaming about Level 5 — specs in, shipped code out. Most teams should be trying to earn a trustworthy Level 3 first. Autonomy without trust just scales mistakes.

AI Moved the Syntax Dial. It Didn't Move the Architecture Dial.

Eight years after starting an academy, here's what I've concluded: AI compressed the syntax work and left architectural judgment completely untouched. That changes every path into this career.

How to Actually Get 10x Out of AI Coding Tools (And Why Most Teams Don't)

10x is real, but almost nobody gets there by accident. The multiplier isn't the tool — it's the discipline and the experienced engineers around it.

The AI Risk Debt You Don't See Coming

Agents make confident, uninspected decisions that pile up like technical debt — but faster, and harder to spot. Your PR checklist wasn't built for this failure mode.

How to Buy Software in the AI Era

Team size, hourly rate, velocity — the metrics most leaders still use to evaluate development partners were built for a world that no longer exists.

Who's Teaching the Next Generation to Judge the AI?

AI absorbs exactly the entry-level work that used to train juniors into seniors. We're gaining efficiency today and quietly mortgaging the judgment we'll need in 2030.

Your Employees Are Already Building Software. Do You Have a Plan?

Software creation left the engineering department. Non-developers are shipping real apps with AI — and now you own the code, the vulnerabilities, and the liability.

Digital Transformation Is Not a Technology Problem. It's an Addition Problem.

We reflexively fix problems by adding — a platform, a dashboard, an integration. The best operators improve by subtracting first. Here's the audit that finds what to cut.

The Brownfield Problem: Why AI Makes Your Technical Debt More Dangerous, Not Less

AI's gains are real but unevenly distributed. Clean codebases compound them; fragile ones get taxed. AI amplifies your foundation — for better or worse.

Why Mid-Market Digital Transformation Keeps Stalling

Transformations don't collapse — they stall. The fix isn't a bigger restart. It's picking one process, removing one piece of work, and measuring what changed.

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