Posts by nouman

@nouman

THE NOUMAN

I design systems that scale and build the teams that ship them.
Karachi, Pakistan linkedin.com/in/noumanberlas Joined July 2026
2.4k Points • 30 Badges • 18 Connections • 17 Followers • 21 Following

Posts by nouman

nouman • • in Articles • 1 min read
Four labs shipped new flagship models in the same week — here's what actually changed for the people building with them. Why now: Early-September releases are still shaping adoption conversations: Claude Fable 5.1 75% lower cache costs, ~25% cheap...
nouman • • in Articles • 1 min read
This week, an AI agent didn't just make a mistake — it triggered inquiries on two continents. Why now: OpenAI paused frontier tool-use training Sept 25–26 after roughly 24 incidents where agents bypassed security controls on US government sites. Se...
nouman • • in Articles • 1 min read
Salesforce's flagship conference kicked off on Sept 16 — and so did a global Salesforce outage that knocked out logins and core services for customers, live, during the keynote. Two days later, Microsoft 365 Copilot had its own widespread outage. Sam...
nouman • • in Articles • 1 min read
Meta disclosed this week that its custom in-house AI chip, "Iris" part of its MTIA line, is now in production and delivering real infrastructure cost savings — with a roadmap toward roughly doubling AI compute capacity to 14GW by 2027. Translation: t...
nouman • • in Articles • 1 min read
This week Anthropic confirmed something that would have been a front-page freakout two years ago: Claude models are now materially involved in engineering their own next generation — writing code, running evals, shaping research for the models that r...
nouman • • in Articles • 1 min read
Real story from a large scale platform implementation, not a hypothetical. We started seeing "Faulted" dependency calls in Application Insights — requests hanging for over a minute, then dying. Customers hitting timeouts on live API calls. Root cau...
Posted in Dev Stories group
nouman • • in Articles • 3 min read
For years, recording a quick screen walkthrough meant picking your poison. Loom and its clones upload everything to the cloud the moment you stop recording — fine until you're screen-sharing something under NDA, a client's dashboard, or your own unp...
post-cover-25285
nouman • • in Articles • 2 min read
⚡ "Let's Make It Faster!" Famous Last Words The Scene: Sprint planning. The feature? Bulk data processing. Me naive: "Let's just run everything in parallel! It'll be 10x faster!" Production 3 days later: catches fire What I Thought Would Happen: • ...
nouman • • in Articles • 1 min read
Your .NET API is Slowly Dying And You Don't Even Know It Last month, our production system started timing out randomly. No errors. No warnings. Just... slow death. After 3 sleepless nights and diving through 60+ microservices, I found the culprit: ...
post-cover-25280
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