Over 8M Thermos jars and bottles recalled after 3 people lost vision
What are you doing this week? Feel free to share! Keep in mind it’s OK to do nothing at all, too.
Key Takeaways DeFi product analytics requires onchain and offchain data integration because the blockchain records smart contract interactions that traditional tools cannot access while still needing web session and acquisition channel data. Each platform serves a distinct primary use case so teams choosing between Formo for unified product metrics, Dune for custom SQL queries, and Nansen fo
When building applications with large language models (LLMs), one of the most overlooked costs is how structured data is represented. Most systems use JSON. And JSON is inefficient for LLM input. KODA (Knowledge-Oriented Data Abstraction) is a schema-first data format designed to reduce token usage when sending structured data to LLMs. It works by: Defining structure once (schema-first) Encoding v
An opinionated list of Python frameworks, libraries, tools, and resources
Or: what broke on my first three attempts so you don't have to repeat it I've built two prediction markets from scratch. The first one crashed on testnet. The second one launched but had zero users for two months. The third one? Actually works. Here's what I learned in the process. Ask yourself three boring but critical questions: Binary outcomes (Yes/No) or multiple choices? Who decides the trut
Five months into writing about AI tooling on Hashnode, I noticed a pattern in the questions I get. They're not about Claude or GPT. They're about CLAUDE.md. Specifically: why people write a CLAUDE.md file, follow online guides, and still get the same frustrating result — Claude ignoring half of what they wrote, repeating the same mistakes, requiring constant re-prompting. So I started AI Architect
What if your Kubernetes cluster simply refused to run unsigned images? I spent some time experimenting with enforcing image provenance in a small Kubernetes setup using MicroK8s. The idea was simple: Only container images with valid cryptographic signatures are allowed to run in the cluster. For this I used: GitLab CI/CD (build + signing pipeline) Cosign / Sigstore (image signing) Kyverno (admissi