Latest · AI Commentary · Jul 28
Your AI Agent May Know Too Much
Why more context can make AI slower, costlier — and less reliable There's a moment in almost every AI rollout where someone on the team says some version of: "Let's just give…
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Where Will the Next Senior Engineers Come From?
Two stories broke about engineering jobs within a day of each other last week. Read only one, and you’d walk away with…
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AI Writes Faster Than Humans Can Review. Now What?
There’s a new kind of tired going around engineering teams this year. The old complaint was: *the code is broken, and I…
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Four Companies, One Playbook: What the AI Industry Just Admitted
Somewhere in the last two months, four of the biggest names in tech quietly agreed on something — without ever sitting in…
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Hi, I’m Akshat.
I write about AI, systems, and engineering judgment — focused on how these technologies actually behave in real-world environments. Nearly two decades building enterprise systems; I care about the gap between impressive demos and production reality.
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