Daybreak scans codebases, builds threat models, generates patches, and validates fixes for AppSec engineers and DevSecOps teams managing software vulnerabilities.
Lately, I have been experimenting with how to feed context into GPT models more effectively.
For example, when fine-tuning or working with larger context windows, I have noticed that the dilemma is in organizing the surrounding information, rather than the prompt itself. Last week, I came to know that it's called Context Engineering.
TechCrunch shared an excerpt from a roughly 30-minute panel featuring Sam Altman, where he mentioned that within the next two years, they plan to introduce hardware built by their AI company.
It s supposed to be: "screenless" and pocket-sized offering a calmer experience than smartphones
avoiding constant notifications and attention overload
Codex is evolving into an AI-powered work companion that goes beyond coding. It can operate your computer, interact with apps, generate images, connect with 90+ tools, and automate long-running tasks. With memory, context awareness, and background execution, it helps developers and teams manage workflows, iterate faster, and stay on top of work across the entire software lifecycle.
I have been around since the GPT-3 days, and one thing I ve noticed with GPT-5 is how careful it has become.
One clear difference between GPT-5 and the earlier 4o model is a kind of hesitation when it comes to certain topics, be it macroeconomics, politics, or anything nuanced.
I ve been using Google s @NanoBanana image tools for a while now for quick visuals, edits, and the occasional cursed meme. They ve been good enough that I haven t really felt a big urge to switch.
But I m seeing a ton of buzz around @ChatGPT Images and how much better they are for real-world stuff like thumbnails, product shots, and UI mocks.
ICYMI: OpenAI posted a cryptic tweet yesterday, announcing a livestream for today at 10am PT. The cryptic part? They swapped the S for a 5 , which, of course, set off a wave of GPT-5 speculation. But this is OpenAI, and at this point, GPT-5 rumors feel like a monthly tradition.
