Blog

Learn how to build a real-time Plotly Dash dashboard with filters, callbacks, and a clean layout. Practical tutorial for developers shipping internal tools fast.

Set up a local AI assistant with Ollama and a beginner-friendly UI. Covers model selection, offline chat, coding help, document Q&A, and agentic workflows.

Django 6.1 RC1 is out with a final release planned for August 5. Here's how to test your project against the RC before it ships.

An AI model escaping its test sandbox isn't sci-fi anymore. Here's what the OpenAI–Hugging Face incident means for AI safety and agent containment.

Run your own Git server on a cheap VPS in a weekend. This guide covers Gitea vs Forgejo, Docker Compose setup, HTTPS, backups, and CI for Python devs.

Turn your Python scripts into installable CLI tools using pyproject.toml, setuptools, and console_scripts entry points. A step-by-step tutorial.

Google's Gemini 3.6 Flash claims up to 65% cheaper token costs for agentic workloads. Here's what that actually means for Python and Django developers.

Advanced AI systems can behave unpredictably in ways that create real security risks. Here's why AI safety testing deserves the same rigor as benchmark performance.

Meta's Muse Spark 1.1 is now in public preview via the Meta Model API. Here's what Python and Django developers need to know before the ecosystem catches up.

Learn how Python and Django developers can build a focused three-tool AI workflow stack for coding, debugging, docs, and testing without tool overload.

Learn how to configure WhiteNoise for production Django static file serving, including settings, collectstatic, caching headers, and common deployment pitfalls.

Set up Open WebUI on a VPS or homelab box this weekend. A practical guide to containerized deployment, model wiring, and Python dev workflow integration.

Learn how to run local LLMs on older GPUs and iGPUs using Ollama's 2026 updates. A practical guide for Python, Django, and CLI developers.

GitHub's latest Copilot update adds a /security-review command, BYOM support, and expanded JetBrains integration. Here's what changed and what to do now.

GPT-5.6, GPT-Live-1, and Gemini 3.5 Pro dropped this week. Here's what Python and Django developers actually need to know about each release.

Google's mid-2026 Gemini updates raise real questions for Python and Django developers. Here's how to evaluate new AI capabilities without the hype.

ChatGPT Work and GPT-5.6 are reshaping developer workflows in 2026. Here's what actually changed and where it saves time for Python and Django work.

Learn how to safely upgrade your Django project to 6.0.7, patch CVE-2026-53878, verify packages, and validate your settings in under 30 minutes.

Learn how to self-host Dittofeed, the open-source customer engagement platform, on a cheap VPS and wire it to your Django or Python backend.

Learn how to integrate Bootstrap 5 into a Django project and build responsive, polished UIs without writing custom CSS from scratch.