Podcast episodes built from the same articles, but packaged like a streaming catalog.
Every article becomes a fast-moving two-host conversation. Thiago brings the technical conviction, Bia keeps the questions honest, and the result feels closer to a studio breakdown than a narrated blog post.
“Somewhere between a whiteboard and a late-night radio show: dense ideas, lighter delivery.”
42
published episodes
0m
of total listening
30/12
EN and PT-BR splits
Featured Episode
EN · —
Object Detection from Scratch: Part 6 - Shipping the System
Part 6 closes the series by looking at the web application, deployment boundaries, correction workflow, limitations, operational tradeoffs, and what it takes to ship the detector as a usable system.
Listen Here
Inline player with speed and 10-second skip controls.
Latest Drops
Fresh episodes, streaming-shelf style.
Object Detection from Scratch
Object Detection from Scratch: Part 6 - Shipping the System
Part 6 closes the series by looking at the web application, deployment boundaries, correction workflow, limitations, operational tradeoffs, and what it takes to ship the detector as a usable system.
Detecção de Objetos do Zero
Detecção de Objetos do Zero: Parte 6 - Colocando o Sistema no Ar
Parte 6 fecha a série olhando para API, frontend, limites operacionais, workflow de correção e os próximos passos mais valiosos para evoluir o sistema.
Object Detection from Scratch
Object Detection from Scratch: Part 5 - From Detection to Identification
Part 5 follows the live identification pipeline: detection, OCR, Scryfall lookup, DINOv2 art matching, error propagation, and why the system needs more than a detector.
Detecção de Objetos do Zero
Detecção de Objetos do Zero: Parte 5 - Da Detecção à Identificação
Parte 5 acompanha o pipeline completo de identificação: detecção, OCR, lookup no Scryfall, matching visual com DINOv2 e propagação de erros entre etapas.
Object Detection from Scratch
Object Detection from Scratch: Part 4 - Reading Metrics Like an Engineer
Part 4 explains how to read detection metrics in this project: precision, recall, mAP50, mAP50-95, per-class behavior, confusion patterns, and what the numbers imply for real product use.
Detecção de Objetos do Zero
Detecção de Objetos do Zero: Parte 4 - Lendo Métricas Como Engenheiro
Parte 4 traduz precision, recall, mAP50 e mAP50-95 para o contexto real do projeto, com leitura por classe, impacto em pequenas regiões e implicações para o produto.
Series Collections
Binge a whole topic like an album.
Object Detection from Scratch
6 episodes · 0m
Object Detection from Scratch: Part 1 - Why This Project Is Worth Building
EN
Object Detection from Scratch: Part 2 - Dataset, Labels, and the Reality of Training Data
EN
Object Detection from Scratch: Part 3 - Training the Detector
EN
Object Detection from Scratch: Part 4 - Reading Metrics Like an Engineer
EN
Detecção de Objetos do Zero
6 episodes · 0m
Detecção de Objetos do Zero: Parte 1 - Por Que Este Projeto Vale a Pena
PT-BR
Detecção de Objetos do Zero: Parte 2 - Dataset, Labels e a Realidade dos Dados
PT-BR
Detecção de Objetos do Zero: Parte 3 - Treinando o Detector
PT-BR
Detecção de Objetos do Zero: Parte 4 - Lendo Métricas Como Engenheiro
PT-BR
Polyglot GraphQL Federation
5 episodes · 0m
Actor Model on the JVM
6 episodes · 0m
The Actor Model on the JVM: Part 1 - OOP and the Rise of Concurrency Challenges
EN
O Actor Model na JVM: Parte 1 - OOP e o Surgimento dos Desafios de Concorrência
PT-BR
The Actor Model on the JVM: Part 2 - The Pitfalls of Shared State
EN
O Actor Model na JVM: Parte 2 - As Armadilhas do Estado Compartilhado
PT-BR
Blockchain Foundations
4 episodes · 0m
Standalone
English one-offs
2 episodes · 0m
Standalone
PT-BR one-offs
1 episode · 0m
Hosts
The voices behind the format.
The show is written to feel conversational on purpose: one voice driving the explanation, the other forcing the useful clarifications.
Thiago
The expert energy
Explains systems like he is sketching them live on a glass wall. He turns low-level engineering into vivid mental models and usually sounds a little too happy about elegant concurrency.
Bia
The pressure test
Asks the questions a strong engineer would ask after the first explanation: why this tradeoff, why this architecture, and what actually breaks when reality stops being tidy.