Jack

@jack.overresearched.net

Software dev, security manager, and omitter of the Oxford comma Blog: https://blog.overresearched.net/?m=1 Threat intelligence site: https://intel.overresearched.net Operator of: https://bsky.app/profile/intel.overresearched.net

Seeing a full end to end framework come to life is something spectacular. Embedding automation and AI from the ground up to help triage incoming content I’m hoping will streamline activities that were originally very time consuming.

Our team received a report of intermittent app outages at about 11:40pm PDT on April 15, 2026. They worked through the night to mitigate a sophisticated Distributed Denial-of-Service (DDoS) attack, which intensified throughout the day.

We publish hyper-detailed APT reports so defenders can stay ahead and we absolutely should keep doing that. But also just handing script kiddies a prompt: “move like Fancy Bear” It seems like the ceiling and the floor are growing ever closer as time goes on with AI.

Seeing an obvious improvement to language model processing on the GPU through my threat pipeline, however, there is definitely some elements for future tuning.

With the range of frameworks out there these days what do I even go for as a solo dev with an ambitious project? - RoR? - Django? - NextJS? - Laravel? Decisions...

Discord does not let me send a message over a particular word count, which is fairly annoying when trying to send snippets of code to a friend. Having to resort to images as a work around is fairly annoying. To paraphrase, a screenshot is worth 1000+ chars after all. or I could use nitro...