Vercel April 2026 breach: it didn't break my infra, it broke my excuse
In 2003, running the cyber café at 16, I learned something that took me twenty years to put into words: trust without a model is negligence with good …
Testing & QA
⚑ Report a ProblemLatest Testing & QA news from Tech News
All topics
agents
ai
api
architecture
automation
aws
beginners
career
claude
cybersecurity
devchallenge
devops
discuss
frontpage
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
rust
security
showdev
testing
tutorial
typescript
webdev
I Measured How Much Each Agent Design Decision Costs in Tokens (The Numbers Make Me Uncomfortable)
I spent six months building agents convinced that the biggest cost was the model itself. I focused on picking the right model, optimizing how many tim…
Claude Design and What It Reveals About How Anthropic Thinks (or Doesn't Think) About Developers
There's a belief baked into the dev community that Anthropic is "the AI company that actually cares about developers." And I say this with full respec…
m2cgen: export your ML model without shipping Python to production
This is part 3 of the Awesome Curated: The Tools series — where I do deep dives on tools that pass the filter of our automated curation system. If you…
Claude Opus 4.7 and the Beginning of the End of AI Abundance
I spent an entire month without a response from Anthropic after my API access went dark. Not a billing problem. Not a bug on my end. Just silence. Thi…
Cloudflare as an Inference Layer for Agents: What It Promises and What Worries Me
There's a belief baked into the dev community that distributing AI inference close to the user is, by definition, good. More speed, less latency, bett…
Qwen3.6-35B-A3B Runs on My Laptop and Draws Better Than Claude Opus 4.7
I was testing local models to replace some Anthropic API calls — cost, latency, privacy, the usual reasons — when I asked Qwen3.6-35B-A3B to draw me a…