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Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.

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Data Definition Language (DDL)

Introdução DDL é o conjunto de comandos responsável por definir e modificar a estrutura do banco de dados: criar tabelas, alterar colunas, remover objetos. Operações DDL geralmente são irreversíveis — um DROP TABLE não pede confirmação, ele simplesmente executa. CREATE TABLE Cria uma nova tabela com suas colunas, tipos de dados e restrições. CREATE TABLE clientes ( id INT PRIMARY KEY, nomeVARCHAR(100) NOT NULL, emailVARCHAR(150) UNIQUE, criado_em DATE DEFAULT CURRENT_DATE ); Neste e

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I Turned My Football Group Chat Arguments Into an Actual Scoreboard!

This is a submission for Weekend Challenge: Passion Edition Called It! is a social football prediction platform. You predict match outcomes before kickoff, earn points based on how accurate you were, and compete with friends. No squad management, no transfers, no budgets. Just your ability to read a game. The problem is something I've felt for years. I have a group chat where we all throw out predictions before big matches. Someone says 2-1 with a specific goalscorer. Someone else says 3-0. Then

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RNAValidate: CPU-only validator for AI-predicted 3D RNA structures

RNAValidate: CPU-only validator for AI-predicted 3D RNA structures A predictor-agnostic linter that checks AI-predicted 3D RNA structures against experimental data (FRET, cryo-EM, SHAPE/DMS probing, designability) — and flags the ones that will hydrolyze before you can measure them. Predictors and designers (AlphaFold-3, RiboSphere, RoseTTAFold-RNA) are plentiful; an open-source, reproducible layer that audits a predicted 3D RNA structure against experimental evidence is not. Validating befor

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cryoval: CPU-only validator for cryo-EM/ET maps

cryoval: CPU-only validator for cryo-EM/ET maps A reconstructor-agnostic linter that checks cryo-EM/ET maps for overfitting, particle-picking bias, and local map-noise hallucination — before you trust a deposited or generated map. Reconstruction ecosystems (RELION, Scipion, Topaz, IsoNet) are plentiful; an open-source, reproducible layer that audits a produced map against the data is not. As of the 2026-07-11 batch scan, the GitHub count for a "cryo-EM map validation tool" was 0. cryoval read

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The benchmark that built the tools

How we measured a markdown knowledge graph as agent memory — lost to grep, rebuilt our search and editing primitives, retracted our own best number, and ended with a $4.50 curator whose store reads back at 96% of a hand-built ceiling in a single call. Every AI agent product eventually hits the same wall: the model forgets. Context windows end, sessions restart, and everything the agent learned about you evaporates. An industry has grown up around this — hosted "memory layers" that ingest your co

agentsaiperformance
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Regalamos todas las funciones en el plan gratuito, incluidas las que la competencia reserva para enterprise

Nuestro plan gratuito no cuesta nada, tiene un tope de 250 usuarios activos mensuales e incluye single sign-on, SAML, aprovisionamiento SCIM, autenticación multifactor, control de acceso basado en roles, registros de auditoría y tu propia marca en tu propio dominio. Esa lista de funciones es deliberada. Es más o menos la misma lista que nuestros competidores archivan bajo "Enterprise", o esconden detrás de un botón de "Contactar con ventas", o cobran por conexión a más de cien dólares al mes. La

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