Running subprocesses in Python
Learn how to launch external processes from Python using subprocess.run, capture output, handle errors, and build reusable wrapper functions.
Get hand-picked daily summaries of the best, most informative programming articles from around the web. Browse recent summaries, then jump to the original source when you want the full article.
Learn how to launch external processes from Python using subprocess.run, capture output, handle errors, and build reusable wrapper functions.
scriptc turns ordinary TypeScript into native binaries with no Node or V8 required — just ~320KB and 4ms cold starts.
Chrome's native HTML streaming experiments could eliminate the need for React Suspense and similar framework workarounds by solving streaming directly in the browser.
How a Laravel healthcare platform tamed PostgreSQL connection overload using PgBouncer transaction mode, with real config and code fixes.
Build a self-hosted Microsoft Teams clone with MirrorFly SDK, covering architecture, Android setup, and full data ownership without subscription fees.
Computational irreducibility means some bugs can never be predicted without running the code — formal proofs and AI both hit this hard limit.
This archive is built from SMRTR newsletter stories. Subscribe for hand-picked stories without the extra noise.
Self-contained, statically linked Python distributions built for maximum portability, with support for custom repackaging and single-file interpreter builds.
A complete 2026 guide to web scraping user agents — the right strings, matching headers, Python code examples, and when to use a managed API instead.
GitHub Copilot app lets developers run multiple AI agent sessions, preview UI in-app, and automate pull request workflows with Agent Merge.
Building a container runtime from scratch demystifies Docker by revealing containers are just Linux processes controlled through cgroups, namespaces, and pivot_root.
Migrating 20 real components from Tailwind to StyleX doubled the code but caught silent styling bugs Tailwind would have missed entirely.
Instead of scheduling brainstorming sessions, a senior Google engineer finds problems worth solving by passively absorbing meetings and conversations until patterns emerge—surfacing insights no single request could reveal.
Katabench is a browser-based .NET benchmarking platform where developers write and run real C# code against actual databases. It runs on three private Hetzner servers via a self-hosted VPN, with untrusted code isolated in...
Using Andrews & Arnold's L2TP tunnel service with a home-built router gives you a real public IPv4 subnet and native IPv6 — no NAT, all ports open — even without a static IP from your ISP.
AI-generated code without review can be valid, but the real focus should be on specifications, testing, and product judgment. Resistance to AI-assisted coding often reflects grief over shifting developer identity.
Cron jobs struggle with complex workflows due to silent failures and no retry logic. Kestra fixes this with task dependencies, automatic retries, execution history, and event-based triggers using simple YAML.
Nautilus is a desktop app for managing Linux servers via SSH—no Kubernetes needed. It combines a live dashboard, multi-tab terminal, file browser, process manager, and cron editor, with passwords stored securely in your OS...
Build a secure, scalable Laravel REST API using proper HTTP methods, consistent JSON responses, versioning, validation, and Sanctum/Passport authentication. Add eager loading, rate limiting, automated tests, and clear...
AI automates repetitive testing tasks like regression and test case generation, but human judgment remains essential for UX, exploratory testing, and business context. QA testers who adopt SQL, API testing, and AI tools will...
HydraType beats popular PHP hydrators by up to 50× by generating lean, property-specific writers and avoiding reflection in the hot path.
AI generates beautiful interfaces fast, but genuine UX still requires human empathy, user research, and judgment that no prompt can replace.
Use Rust's RAII pattern and testcontainers-rs to spin up real Docker infrastructure per test — fully isolated, automatically cleaned up, no mocks needed.
k3d makes local Kubernetes clusters disposable in seconds, turning 'nuke and recreate' from a dreaded chore into a one-line reflex.
Stop hacking state machines across five files — build real long-running workflows with signals, retries, branching, and saga compensation in Laravel.