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Recent posts tagged softwarearchitect

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
FinixioDigital • Jan 30 • in Articles • 4 min read
When AI Becomes Infrastructure, Risk Stops Being Theoretical
Artificial intelligence has, for a long time, been a layer that can be added or not added. A feature. A tool. Something that sits on top of everything else and makes everything a little smarter. This idea, however, is no longer true. This idea is cha...
post-cover-10771
  • ai
  • artificialintelligence
  • startups
  • softwarearchitect
4 Reactions 1 Comments
Jaideep Parashar • Jan 28 • in Articles • 2 min read
Behind the Scenes: How AI Workflows Eat Infra
As the Founder of ReThynk AI, I want to pull the curtain back on something most teams discover too late: AI workflows don’t just consume tokens. They consume infrastructure. And if that reality isn’t designed for, AI systems quietly collapse under ...
post-cover-10634
  • ai
  • artificialintelligence
  • startups
  • softwarearchitect
12 Reactions 7 Comments
kajolshah • Jan 8 • in Articles • 1 min read
Most Startups Add AI Too Early — Here’s How I Decide When It’s Worth It
I keep seeing teams jumping into AI before they’ve even nailed the problem. Not because AI is required — but because it sounds like the next step. Over time, I’ve started using a simple rule: If rules still work → automate. If rules are broken at sc...
post-cover-9311
  • softwarearchitect
  • startups
  • engineering
  • ai
7 Reactions 2 Comments
Tom Smithverified • 1 day • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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