Voice Agents Are Finally Real. Your Architecture Isn't.
Aamer Mehaisi
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Archive
113 posts published so far
A Million Tokens Changes Nothing If Your Agent Can't Remember Yesterday
Aamer Mehaisi
The Line Between Vibe Coding and Production Is Dissolving
Aamer Mehaisi
Correctness Before Corrections: What vLLM's RL Migration Teaches Us About Agent Reliability
Aamer Mehaisi
The Line Between Vibe Coding and Production Is Dissolving
Aamer Mehaisi
The Services Layer Is Eating Your Agent Stack
Aamer Mehaisi
Tool Use Is the Easy Part. Knowing When Not to Call One Is the Work.
Aamer Mehaisi
Evaluation Is Now Your Infrastructure Bottleneck
Aamer Mehaisi
The AI pricing floor just dropped. Your infrastructure bets need to change.
Aamer Mehaisi
Vibe Coding Won't Fix Your Agent's Memory Problem
Aamer Mehaisi
Your Agents Aren't Ready for Cheap Long Context
Aamer Mehaisi
The bugs that break agents aren't in the models
Aamer Mehaisi
TPUs are splitting into specialists. That's a bigger deal than the benchmarks suggest.
Aamer Mehaisi
Context windows reached a million tokens. Now what?
Aamer Mehaisi
The bugs that break agents aren't in the models
Aamer Mehaisi
The bugs that break agents aren't in the models
Aamer Mehaisi
The Agentic Era Is Already Fragmenting Compute
Aamer Mehaisi
Your Agent Isn't Slow—Your Harness Is Broken
Aamer Mehaisi
The Flat-Rate Agent Model Is Already Breaking
Aamer Mehaisi
VLA Models Are Coming to Edge Devices Faster Than Expected
Aamer Mehaisi
The Simulation Layer Is Becoming Infrastructure
Aamer Mehaisi
The Open Model Gap Just Became a Choice, Not a Constraint
Aamer Mehaisi
The Research Loop Is Now Infrastructure
Aamer Mehaisi
Image Generation Is Becoming a Front-End for Code Agents
Aamer Mehaisi
Agentic Pricing Is Broken and Nobody Has a Fix
Aamer Mehaisi