The AppGenie Blog

Controlled AI-assisted delivery, DevSecOps and compliance engineering, written from inside environments where somebody eventually has to answer for the outcome. 98 posts and counting.

An IRAP Report Travels. The Risk Decision Does Not.

An IRAP assessment is evidence for a security decision, not a certification. Why scope, deployment and the consuming agency's own risk decision matter when you reuse assessment results.

Security, IRAP, Government Delivery · Q4 2026

A Green Copado Job Is Not an Audit Trail

How Copado Job Steps, Results and Job Executions contribute to a defensible audit trail, and why exporting raw records to Splunk is not enough on its own.

Copado, DevSecOps, Delivery Evidence · Q4 2026

Half Your Business Is Built to Check the Other Half

A policy is a document that gets read once by a committee, signed off, and brought out during the post-implementation review when somebody needs to establish whose fault it was. On its own it does nothing, because intent has never stopped anybody. Most of the checking layer in a large organisation exists because somebody wrote down a rule and never built the thing that would make it true.

AI Governance, DevSecOps, Engineering Standards · Q4 2026

Defining a Copado Story for Script Deployment

How do you raise a Copado user story when there is no metadata to deploy, only a script that has to run? The story is still the unit of work. Commit the script to the story branch, let a Function or a manual task execute it, and keep the evidence inside the pipeline where it belongs.

Copado, Release Management, Salesforce · Q4 2026

Understanding Copado Functions for Efficient Deployment

Copado Functions are easy to build and easy to waste. Every execution is a metered container, so the image you pick, the worker you size and the number of times you invoke it are all cost decisions. This is the operating view rather than the build guide.

Copado, Functions, DevSecOps · Q4 2026

The Data Centre That Leaves Earth

Google has put an actual spacecraft behind orbital AI compute. The interesting question is not whether a TPU survives launch, it is whether a formation of solar-powered satellites connected by lasers can behave like a data centre. If it can, the first interplanetary civilisation will not announce itself. It will look like a business decision.

AI, Infrastructure, Space · Q3 2026

Betting $400 Billion on the Weather

The AI infrastructure trade has quietly become a bet on transmission, transformers and construction schedules. Oracle is the clearest case because its numbers make the physical and financial relationship legible. You do not need an AI winter to make the model creak, you just need the grid to behave like an old grid.

AI, Infrastructure, Energy · Q3 2026

You Did Not Write Most of Your Software. Can You List It?

Google publishes two billion lines of its own code, but the number that should worry you is how little of your product you wrote. Vulnerability submissions rose 263 per cent, NIST has stopped enriching all of them, and mean time to exploit is now negative. What an SBOM is, what one actually looks like, and why a filed one is worthless.

DevSecOps, Supply Chain, Compliance · Q3 2026

Time-to-Market Is Not the Same Thing as Quality-to-Market

Microsoft shipped fixes for the better part of a thousand vulnerabilities in a single Patch Tuesday, including two already being exploited. That is not a story about Microsoft. It is what an industrial-scale problem discovery mechanism looks like, and it exposes the fact that we have spent thirty years measuring how fast we ship and never once measuring the quality of what arrived.

DevSecOps, Compliance, AI · Q3 2026

We Stopped Making the Browser Wait for the Backend

Five years of running FTP2SF in production showed us that the Lambda layer did not need to carry every byte. Where the provider supports it the browser now streams directly against a signed, narrowly scoped transfer, while Lambda keeps control of authentication, authorisation and orchestration. Plus what we did with the move from Aura to LWC.

FTP2SF, AWS, Architecture · Q3 2026
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