FEATURED POST
Code review used to mean reading the diff carefully. Now it means skimming a diff an agent wrote and clicking approve. The bugs that get past skim-review are different — and the review surface has to change.
Matthew Eisner
Head of Growth
Context windows are scaling toward a billion tokens. The retrieval-vs-window architecture call is already being made.
Matthew Eisner
Most AI coding agents treat failure as a signal to retry. A new paper from CMU, the University of Washington, and Arm shows what changes when agents actually remember and distill their failures: 3.12× speedup on a standard GPU kernel benchmark, and on one operation (RMSNorm), a kernel 1.75× faster than expert-written CUDA.
Idan Beck
Capital and labor are decoupling. The cost of building software has collapsed while VCs figure out what to finance. There\
Idan Beck
I built a terminal-based Counter-Strike clone with a coding agent. 49K lines in a week. These projects go through 4 distinct phases, and understanding them is the key to effective AI-assisted development.
Idan Beck
What would you build if you could write a million lines of working code per day? AI-accelerated coding is the latest turn of computing\\
Idan Beck
Code velocity is becoming business velocity. AI removes the headcount constraint on software speed. The bottleneck shifts from typing to intuition—and that changes everything.
Idan Beck
