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Se você acompanha pesquisa em IA, sabe que o HuggingFace Papers solta novos papers todo dia. O problema? São dezenas de abstracts em inglês, e ler tudo manualmente é inviável no dia a dia. Resolvi automatizar isso: um script Python que busca os papers do dia, joga cada abstract pro meu LLM local via
Your "Autonomous Agent" Is Just a Cron Job With Better Marketing I run 30+ autonomous pipelines on a single VPS. They post content, audit security, analyze markets, and learn continuously. No human in the loop. Here is what nobody in the AI startup ecosystem wants to admit: most of what is being sol
Your AI Coding ROI Is Disappearing and Your Dashboard Won't Tell You The dashboard looks great. The delivery numbers don't. Your AI coding dashboard looks great. Acceptance rate up. Lines generated up. Developer satisfaction scores up. Your team is thrilled. Management is impressed. The slide deck p
Snowflake is committing $6 billion over five years to Amazon Web Services for Graviton compute and AI infrastructure, the data The post Snowflake commits $6B to AWS as it pushes deeper into AI appeared first on The New Stack.
Enterprises are adopting an agentic AI PC strategy as Copilot+ PCs shift AI workloads from expensive cloud inference to secure, high-performance on-device processing. As agentic AI moves from experimentation into production, enterprises are confronting a new economic reality: Cloud token costs are r
From 65% to 87% accuracy on CIFAR-10 using Convolutional Neural Networks - and what went wrong along the way. When building image classification models, most attention is typically given to model architecture, hyperparameters, or training strategies. Yet, the quality and preparation of input data ca
Some books entertain you for a few days. Others quietly reorganize the way you see yourself, your work, and your future. For me, Atomic Habits by James Clear, Deep Work by Cal Newport, and The Mountain Is You by Brianna Wiest are three of those books. Each one helped me in a different way. Together,
During the recent MCP Dev Summit North America held in New York City, The New Stack sat down with Till The post Why MotherDuck refuses to fork DuckDB appeared first on The New Stack.
I'm a solo founder building Ally — a communication platform that puts privacy first. Every major communication platform today follows the same playbook: offer a free service, harvest user data, sell it to advertisers. Discord, Slack, Teams — they all do it to varying degrees. But what if there was a
As I promised, I'm sharing some of my notes from Zendesk Relate 2026 in Denver, CO. The event, which was aptly titled "A Mile High, A Mile Ahead", had, unsuprisingly the prevalent theme of Agentic AI. Signage throughout the venue literally read "Hard launch agentic AI" and various flavors of that. O
One of the biggest mistakes I made early in my career was believing that software products were primarily collections of features. This application has authentication. That application has dashboards. This one has AI. That one has collaboration. The assumption was simple: Better technology creates b
The Problem We Were Actually Solving Our treasure hunt engine at Veltrix was a real-time geospatial matching service that processed 50 million location events daily. By month six it handled bursts of 2M concurrent users during events like Black Friday flash sales. The heap profile from YourKit showe
Two developers use the same AI tool. One gets working code in 30 seconds. The other gets a broken mess and spends an hour fixing it. The difference isn't the tool. It's the prompt. AI coding tools are pattern matchers with enormous context windows. Feed them a clear pattern and they complete it bril
Bluesky hit 40 million users earlier this year, and unlike Twitter, it runs on an open protocol — the AT Protocol — where public data is genuinely public and machine-readable by design. No $5,000/month enterprise API tier. No rate limits you need a lawyer to understand. Just a clean REST API that an
There’s a new weapon in the fight against tokenmaxxing. Tokenmaxxing, of course, occurs when an enterprise decides that AI token The post “Tokenmaxxing is real, expensive & it’s spreading”: New tools emerge to stop AI budgets from exploding appeared first on The New Stack.
The Problem We Were Actually Solving Our users werent doing semantic search. They were executing treasure hunts: complex, multi-stage queries where the first phase returned 200,000 candidate docs for phrase matching, and the second phase had to rank them by exact term proximity, metadata filters, an
When LinkedIn engineers encountered short-lived, recurring outages where the database powering their user feed became unavailable and then recover without leaving helpful traces, they had to devise a novel approach to uncover the root cause using off-CPU profiling with eBPF. By Sergio De Simone
Reviving a 12K+ Star Abandoned Library: toastr-next v3 🍞 GitHub “Finish-Up-A-Thon” Challenge Submission Divyesh May 27 #devchallenge #githubchallenge #typescript #opensource 20 reactions comments 6 min read
Post 2 of "Scanning Open Source" — one repo per day, scanning and digging into what's underneath. Post 1 was Dub. Today: Inbox Zero — open source AI email client. 28K+ stars. $ npx anatomia-cli scan . inbox-zero web-app TypeScript · Next.js · Prisma → PostgreSQL (63 models) Stack ───── Language Type
Problem The longer a Claude Code session runs, the worse the model’s judgment gets. Anthropic calls it “context rot.” In one dissected 70 MB session dump, 93 % was noise: redundant JSON envelope metadata, stale tool results, old base64 screenshots. Only 3 % was actual conversation. Clouded judgment
