Software Engineering Careers

There’s a lot of excitement right now about agent frameworks, orchestration patterns, and protocols. All of it matters, but almost none of it delivers value if you skip the data…

A 2026 outlook for software developers shifting from prompt operators to system architects. Visualizing the compounding cost of unmonitored cyclic execution loops. Imagine leaving a fleet of autonomous AI processes…

Imagine this: you’re working late, your code finally works, and you’re ready to push it to GitHub. You run: git add . git commit -m “Fix API integration” git push…

Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover Big Tech and startups through the lens of senior engineers and…

I keep seeing the same idea in conversations about agents: Detailed specs are old-world overhead now. Give the model a rough goal, let it explore, fix what comes back, move…

How I automated the entire research-to-email pipeline using multi-agent AI Imagine sending an email that says: “Please research the impact of 5G on smart cities and send me a concise report.” A…

16th August 2026 I started building my markdown-svg-renderer tool in May, but I’ve since added enough features to it that it’s worth talking about here again. It’s evolved into my…

The Pulse is a series covering events, insights, and trends within Big Tech and startups. Today, we cover: More on the “great engineering leader career break.” The industry is changing…

Why processing inputs past 64K tokens makes quantized models obey harmful buried prompts. This cover visual represents how aggressive quantization physically crushes the structural integrity of model safety alignment, allowing harmful…