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Before You Open n8n, Ask Yourself This First
I spent a weekend wiring up an n8n flow for the BOGO deals app before realizing I was automating som…
The App That Died in Private
I had a side project run for four months without a single user. Not because it was bad — I genuinely…
Programmable Wallets for the Agentic Internet
Agents are coming online at a scale that makes human-in-the-loop payments impractical, and the indus…
Multimodal robots learn more efficiently
A vision‑language backbone can significantly reduce robot training data requirements, addressing the…
Choosing Object Storage for AI-Generated Images: User Downloads and Tenant Restore
Short answer: choose object storage for AI-generated images only after you can isolate tenants, issu…
Prompt Fluency Is the New Literacy — and Most Devs Are Winging It
I need to confess something, because I suspect you've done it too. A few months ago I caught myself…
Nobody answered, and the log wrote it down as a no
Our operation runs unattended. That is the whole point of it: a schedule fires, an agent does work, …
FlashMLA sm_120 kernel build with 2-3x performance increase from SPDA
Hey guys I have been working on a open source LLM development repo. Anyone can train any amount of p…
Ran Qwen3.8-Flash-Next (79 GB, 2-bit) at 350K ctx for 3.5 hours on a 128 GB M5 Max — speed vs context depth, 100 turns, one graph
Setup: MacBook Pro M5 Max, 128 GB unified, macOS 26.5.2 · llama.cpp b10686 (Metal, 12 threads, batch…
What would you do with $4,000?
I already have a 5090 that I use got Hermes and coding mostly. My only jealously is trying models th…
*ACL Findings or TMLR? [D]
Expecting a rejection from NeurIPS given our scores of 5/2/2. Trying to decide between ARR vs. TMLR,…
Nemotron-3.5-Lightning at 11.77 GiB, a 16 GB option for a model that didn't have one
TL;DR: Every public low-bit GGUF of this model is secretly ~4.70 bpw. Shim the rows to 256 and it b…