AI agents are changing the software industry faster than many of us expected. Tasks that once required hours of coding can now be accelerated with AI, and the role of software engineers is evolving. However, I believe the future of software developm...

Engineer vs. Developer A Software Developer focuses mainly on building and maintaining software writing code, implementing features, fixing bugs, and improving existing functionality. A Software Engineer looks at the bigger picture. They analyze ...

If you've ever built a newsletter with Resend, you've probably hit this wall: everything works great for your first handful of subscribers, and then one day you're manually exporting a list from your CMS and pasting emails one by one because your "se...

For years, the gold standard of a great software engineer was simple: How fast can you write clean, bug-free code? If you memorized syntax, mastered complex algorithms, and cranked out features at lightning speed, you were top tier. Then AI coding ...

Most of us get asked to evaluate an AI tool long before anyone asks us to build one, usually by a founder or an ops lead who already picked a favorite. The questions that decide whether a tool survives the year are engineering questions wearing a pur...

In the rapidly evolving landscape of software development, simply writing code is no longer enough to stand out. The rise of sophisticated AI agents, as highlighted by other trending topics like "The Dirty Secret Behind AI Agents," suggests that fo...

Managed agent frameworks address a specific infrastructure challenge: streams that don't timeout, memory that persists across sessions, and auth that prevents data leakage. Building one that handles all three in production is where most teams stall. ...

AI agents fail in ways that aren't obvious during demos - they hallucinate tool calls, fabricate intermediate results, and sometimes take actions the user never approved. Catching this before users do is now a core part of agent development. The Pro...

Every few weeks I get asked "how much should a redesign cost?" and the honest answer is always "it depends" — not because I'm dodging the question, but because "redesign" covers at least three completely different projects. A visual refresh new co...

title: Gnat, self-hosted analytics as a single Go binary, with a built-in MCP server tags: go, selfhosted, opensource, ai A few months back I was crawling the web for a side project and came across an analytics platform's data that had exposed use...

Cybersecurity can’t be reduced to “a tool” or “a SOC team” anymore. In real organizations, security is an end-to-end system: identity, data, compliance, detection, response, cloud posture and increasingly, securing AI usage across Microsoft 365 and A...

SEO reporting shortlists usually start with rankings and Search Console. The gaps show up later: brand depth, PageSpeed data, per-client maths, and whether the client portal survives a vendor change. The renewal deck still says "monthly SEO report."...

Github Source: https://github.com/ndouglas-edera/hostpid-risk/tree/main In a multi-tenant or shared Kubernetes node environment, containers are supposed to be isolated environments. However, this demo proves that if a malicious or compromised pod is...

Most of us here have written the same glue script more than once, the one that catches a form submission and pushes it somewhere else, then quietly rots in a cron job nobody documented. This is a look at an open source engine that gives that glue a p...

GitHub1 | Website2 Can Chain of Custody Reveal Location? In our previous exploration, we wrestled with a stubborn truth: an idea cannot be absolute or definitively contained. No single embedding, dictionary entry, or neural parameter can fully encap...

The Theory So what's a Decision Tree Regressor and how does it work? It's a regression model so it returns continuous numerical values. It gets a prediction by asking a series of yes/no questions about the chosen features, building a binary tree ...