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Cracking the Python Monorepo

Outlines a Python monorepo setup that pairsuvworkspaces withDaggerandBuildKitcaching. Builds container stages programmatically. Keeps things cache-friendly and predictable. Parsespyproject.tomland extracts the workspace graph. Copies required local packages into intermediate stages. Installs them in.. read more  

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Using Rust and Postgres for everything: patterns learned over the years

Rust and PostgreSQL are considered the best tools in the software world due to their performance and reliability. Rewriting a backend service from Go to Rust led to significant improvements in processing speed and memory usage. Using sqlx for database operations and leveraging PostgreSQL features li.. read more  

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A new chapter for the Nix language, courtesy of WebAssembly

Determinate Nix introduces experimental WebAssembly host calls. It lets Nix invoke Wasm modules, pass and return complex Nix values, and support Rust, C++, and Zig toolchains. It runs on Wasmtime/Cranelift and slashes runtime and memory: Fibonacci test 0.33s vs 79.33s, 30MB vs 4.5GB. Per-call instan.. read more  

A new chapter for the Nix language, courtesy of WebAssembly
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@varbear shared a link, 3 weeks, 3 days ago
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I built a programming language using Claude Code

Cutlet usesClaude Code. The LLM emits every line. Source, build steps, and examples live on GitHub. It runs on macOS and Linux and ships aREPL. It supports arrays, strings, double numbers, a vectorizingmeta-operator, zip/filter indexing, prototypal inheritance, and a mark-and-sweepGC. Development ra.. read more  

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@varbear shared a link, 3 weeks, 3 days ago
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Why value streams and capability maps are your new governance control plane

The piece flips enterprise AI fromgenerativetoagentic. Agents getstructured autonomyto perceive, plan, and execute across systems. It turnsvalue streammaps into a control plane withautonomy zones,halt-on-exceptiongates, cryptographicflight recorders, andpolicy-as-code. Result: less hallucination and.. read more  

Why value streams and capability maps are your new governance control plane
OpenClaw is an open-source autonomous AI assistant platform that runs locally on user hardware and integrates with popular messaging applications. Originally released in late 2025 under the name Clawdbot, the project was briefly rebranded as Moltbot before settling on the name OpenClaw in early 2026. It enables users to interact with AI models through interfaces like WhatsApp, Telegram, Discord, Slack, and more, allowing the assistant to carry out tasks ranging from calendar management and email handling to automated scripting and workflow execution based on user instructions.

Unlike typical cloud-hosted AI services, OpenClaw emphasizes privacy and control by running on the user’s own machine, giving users choice over infrastructure and data. Its extensible design supports a wide range of integrations and skills, which automates interactions with external tools and services. This flexibility has contributed to its rapid adoption and widespread discussion within the AI community, with media coverage highlighting both its capabilities and associated security considerations.