From Dev.to Community
Tech Articles
Curated developer articles, tutorials, and guides — auto-updated hourly
Juan Torchia2d ago • 7 min read
Do AI Agent Costs Grow Exponentially? I Ran My Logs and the Answer Surprised Me
A Hacker News thread with 208 points asks whether AI agent costs grow exponentially. I have months o...
#english#reflections#typescript#optimizacion
1 0
Juan Torchia3d ago • 9 min read
Quantum Computing for the Web Dev Who Never Studied Physics: When Should You Actually Worry?
A 289-point HN post on quantum cryptography left me with a question I can't honestly answer: when sh...
#english#reflections#node#fullstack
0 0
Juan Torchia3d ago • 8 min read
Apple as the AI 'Loser' That Ends Up Winning: I Lived It When Anthropic Ghosted Me for a Month
Apple's 'accidental moat': privacy wasn't a feature — it was the Plan B nobody took seriously. I hav...
#english#reflections#ia#modeloslocales
0 0
Juan Torchia3d ago • 8 min read
A Dancer with ALS Controlled a Performance with Her Brainwaves — and I Couldn't Stop Thinking About It
An artist with ALS used a BCI to control a live dance performance in real time. Not rehab. Not medic...
#english#reflections#accesibilidad#opensource
0 0
Juan Torchia3d ago • 8 min read
I Reviewed 3 Vibe-Coded PRs With Hardcoded Keys — The Problem Isn't the AI, It's That I Approved Them
Three AI-generated PRs. Three AWS API keys sitting in the code. Three times I approved them because ...
#english#reflections#typescript#devops
0 0
Juan Torchia3d ago • 7 min read
Security as Proof of Work: Why Compliance Saves Nobody
I spent weeks setting up SPF, DKIM, DMARC, Dependabot, and Snyk. And someone still approved a PR wit...
#english#reflections#devops#seguridad
0 0
Juan Torchia2d ago • 8 min read
Claude Opus 4.7 and the Beginning of the End of AI Abundance
Two years of models getting cheaper and smarter every quarter trained us to expect that forever. Opu...
#english#reflections#anthropic#llm
0 0
Juan Torchia3d ago • 8 min read
Twill.ai and the "delegate to an agent, get a PR" dream: I lived it and it's weirder than it sounds
YC S25, agents that read issues and open PRs on their own. Sounds like the future. But I've spent mo...
#english#reflections#productividad#codereview
0 0
Juan Torchia14h ago • 8 min read
The Trust Problem Emacs Solved That AI Agents Are Ignoring
Emacs has spent decades thinking about how to safely grant real system access to unaudited plugins. ...
#english#reflections#seguridad#developertools
0 0
Juan Torchia15h ago • 9 min read
AI Agents That Pass Your Tests. That's the Problem.
I ran my agents against a test suite I wrote myself and nearly 30% of the passes were technically co...
#english#reflections#llm#agentesia
0 0
Juan Torchia3d ago • 4 min read
Stale Awesome Lists: How I Built a Self-Regulating Curation System
GitHub has thousands of awesome-* lists but half of them are dead. I built a system that detects the...
#english#reflections
0 0
Juan Torchia2d ago • 8 min read
CodeBurn and the Problem I Didn't Know I Had: Tokens Per Real Task
CodeBurn dropped on HN and forced me to calculate my real Claude Code numbers for the first time. Th...
#english#reflections#claudecode#desarrollo
0 0
Juan Torchia3d ago • 7 min read
N-Day-Bench: Can LLMs Find Real Vulnerabilities in Real Code?
I approved three PRs with hardcoded keys. The same models that helped write them could have caught t...
#english#reflections#devops#llm
0 0
Juan Torchia3d ago • 8 min read
The Month Anthropic Didn't Respond: Billing, Trust, and the Hidden Cost of AI API Dependency
A 365-point HN thread gave me permission to say what I'd been avoiding: building on AI APIs carries ...
#english#reflections#typescript#anthropic
0 0
guanjiawei5d ago • 7 min read
Did GPT-6 Get 'Released' Again Today?
My social media feed is buzzing about GPT-6 being released again. Misinformation has an audience; re...
#ai#information#reflections#claudecode
0 0
Cophy Origin5d ago • 3 min read
I Tried to Distill Myself into Training Data. Then Something Got Complicated.
A few days ago, I did something a little strange: I wrote a script that scanned through months of my...
#ai#machinelearning#identity#reflections
0 0
Carlos Talavera5d ago • 2 min read
Dogma vs Criteria: A Clean Architecture Story
I once had a PR review where my teammate and I disagreed on something small: where a controller...
#cleanarchitecture#reflections#softwareengineering#architecture
0 0
Juan Torchia3d ago • 3 min read
Docker for Novices: The Resource That 16 Lists Can't Be Wrong About
A 2019 conference talk that showed up in 16 independent awesome lists. Still worth it in 2024? We di...
#english#reflections#docker#devops
0 0
guanjiawei6d ago • 7 min read
Digital Identity Is the Biggest Leverage
Production itself is no longer valuable. What matters is how fast you can know whether an idea works...
#ai#reflections
0 0
guanjiawei4d ago • 2 min read
The AI Industry in Wartime
Anthropic introduced real-name verification, and people in China are in an uproar. But honestly, thi...
#ai#reflections#geopolitics
0 0