The account-level decisions behind deploying SecureStack AI to real ECS and RDS infrastructure: a scoped IAM identity instead of root, two separate permissions boundaries to close a subtle PassRole gap, a compensating IP restriction for a longer-lived demo, and what it actually cost.
Building SecureStack AI taught me that grounding an LLM's answers is the easy part. The real work was a verification layer that checks citations, tool-call evidence, and deterministic scanners so nothing gets trusted just because it sounds confident, plus two AWS deployment gotchas along the way.
Everything you need to go from a blank machine to a working local AI setup with Ollama: installation, pulling and running models, the CLI reference, the REST API, and Modelfile customization, all in one place instead of scattered across five doc pages.
Detecting account takeover is half the problem. This one covers what Verosint actually does once a login gets flagged, from automated MFA enforcement to VERA, its agentic AI security analyst that handles triage over Slack.
A technical look at how the Verosint platform I worked on as a Developer Relations engineer detects account takeover: unified observability across identity systems, AI-driven risk scoring, and a triage layer built for investigation speed.
Account takeover isn't one attack, it's a family of them. A walkthrough of the patterns identity security teams actually watch for: credential stuffing, session hijacking, impossible travel, MFA flooding, and more.
Most breaches start with something broken. Account takeover starts with a login that looks completely normal, which is exactly why it's so hard to catch and so slow to remediate.
A first look at Verse's failure-as-value model, effect specifiers, and structured concurrency, walked through by porting a simple key-and-door inventory device into UEFN.
The build-test loop I walked new creators through during onboarding: installing UEFN, creating a project, adding your first Verse device, and the compile-drag-playtest cycle you'll repeat for as long as you build in it.
Creative 2.0 isn't a replacement for the original Fortnite Creative toolset, it's a second, deeper layer built on UEFN and Verse that sits alongside it. Here's what actually changed and why the distinction matters for creators deciding where to start.