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Latest Articles
The System Never Checked If You Slept. Ours Reads Your Pulse First.
11+ min ago (1491+ words) Let's Start With Hackathon Scene Main video is made by the Organizers of... Tagged with mlhacks, devchallenge, hackathon....
Integração com o iFood: o problema na homologação do developer
12+ min ago (1189+ words) Hoje eu quero falar da Temperô, um SaaS multi-tenant de gestão de restaurantes: pedidos, cozinha, caixa, comandas, várias unidades por restaurante. Stack em Node/TypeScript/Express, Postgres com pg puro (sem ORM, SQL cru, migrations numeradas). No artigo de hoje,…...
Crystals: agent memory that arrives before you act
12+ min ago (1380+ words) Most agent memory is a search box. The model wonders something, a retriever runs, chunks come back. That design has one load-bearing hole: retrieval fires only when the agent already suspects it needs help. The expensive mistakes are the confident…...
DORA metrics + SLOs without external infrastructure: a Cloudflare Workers approach
16+ min ago (429+ words) You do not need Prometheus, a metrics SaaS, or a dedicated observability stack to run DORA-style delivery metrics and service-level objectives. On Cloudflare Workers you already own the two things SLOs need: an execution environment and a durable store. This…...
Google Gemini 3.8 Connects Expressive Voice, Live Avatar and Notebook Context
18+ min ago (766+ words) For businesses, the practical significance is not one standalone feature. It is the possibility of combining more natural audio, visually grounded dialogue and reusable notebook context in customer-facing and internal AI workflows. The scope is broad, though the features serve…...
I put one wrong test in the file. Most models sided with the test.
30+ min ago (762+ words) This is a submission for the Kaggle Benchmarking Challenge My day job is evaluating models: writing scorers, building reference solutions, and trying to make sure a model can't pass a task without actually solving it. The thing I think about…...
Building a Robot Diagnostics Dashboard with Kotlin and Compose
32+ min ago (464+ words) What You Will Build In this tutorial, you will build a practical Kotlin/Android component for a robotics or Physical AI system. The design emphasizes asynchronous processing, lifecycle-aware state, real-time data handling, observability, and safe separation between the Android interface…...
Building an AI Robot Voice Assistant with Kotlin
32+ min ago (454+ words) What You Will Build In this tutorial, you will build a practical Kotlin/Android component for a robotics or Physical AI system. The design emphasizes asynchronous processing, lifecycle-aware state, real-time data handling, observability, and safe separation between the Android interface…...
Kotlin + Edge AI: Reducing Robot Inference Latency
32+ min ago (467+ words) What You Will Build In this tutorial, you will build a practical Kotlin/Android component for a robotics or Physical AI system. The design emphasizes asynchronous processing, lifecycle-aware state, real-time data handling, observability, and safe separation between the Android interface…...
Kotlin + LLM + ROS 2: Natural Language Robot Control
32+ min ago (438+ words) What You Will Build In this tutorial, you will build a practical Kotlin/Android component for a robotics or Physical AI system. The design emphasizes asynchronous processing, lifecycle-aware state, real-time data handling, observability, and safe separation between the Android interface…...