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" Tensor Craft Playbook: De CNNs de Sala de Aula a Cloud TPUs com Keras
3+ hour, 52+ min ago (282+ words) " Cap'tulo 1: A Forma'o de Ataque (Arquitetura CNN) Toda estrat'gia vencedora exige fundamentos. .. Tagged with ai....
Mini Script Weekly News " April 30, 2026
56+ min ago (423+ words) Mini Script 2 got a solid round of command-line quality-of-life improvements this week. Joe added editable input history, searchable REPL history (! ? foo style queries), and a new _in / _out history model; he also fixed some extra blank lines in the REPL. On the…...
Splitting Correctness from Throughput: A Hybrid Approach to XLSX Streaming Writes
56+ min ago (494+ words) Writing XLSX files involves two concerns that have nothing to do with each other: There's a middle path: let POI handle correctness, let String Builder handle the hot path, split them at the format boundary. All POI (User Model " XSSFWorkbook):…...
Preparing RAG pipeline for production
10+ hour, 37+ min ago (555+ words) Having a working RAG that provides correct semantic answers is a great start, yet, like with every other software, the next step is to ensure the solution is safe, optimized, and keeps your business compliant. In other words, making RAG…...
I Taught My AI Assistant to Remember (And Saved 99% of Its Brain)
6+ hour, 10+ min ago (1179+ words) Here's a scene that plays out in my terminal every single day: Me: "Hey AI, what's the architecture of this project?" AI: runs ls, runs find, runs grep, reads 15 files, spends 28, 000 tokens AI: "Here's the architecture! It's Express with Mongo…...
my first time upload app to github
9+ hour, 21+ min ago (27+ words) it's been one or two year since i started to learn python on my own, i was like offline coding weird. .. Tagged with python, beginners, opensource, showdev....
AI Hallucinations: Why Your Mock Environments Might Be Lying to You
14+ hour, 44+ min ago (178+ words) Have you ever asked an AI a question, received a perfectly confident answer, and only realized later. .. Tagged with ai, llm, machinelearning, testing....
Machine Learning Developers: Why Most ML Projects Fail After the Model Stage
11+ hour, 51+ min ago (280+ words) Training a model is easy. Getting 8590% accuracy in a notebook? Also doable. But getting that model to run reliably in production and drive real outcomes? That's where most teams fail. The Real Gap: Model vs System A trained model " a…...
" Multica Deep Dive " How to Build a Managed-Agents Platform "
19+ hour, 3+ min ago (866+ words) A complete, actionable build guide derived from a deep read of multica-ai/multica (~22k stars, ~42. .. Tagged with ai, webdev, programming, tutorial....
One Workflow, Three Jobs: How We Built a Reusable AI Review System
22+ hour, 38+ min ago (1296+ words) Previously: Phleet Architecture Deep Dive - how the overall multi-agent system works. When you ask. .. Tagged with ai, agents, opensource, showdev....