#python#developer-tools#open-sourceuv and ruff Replaced pip, flake8, and black — The New Python Toolchain in 2026uv is 10-100x faster than pip and replaces 7 tools. ruff replaces 10 linting/formatting tools. Migration takes 5 minutes. Here's how.4 aprel 202614 dəq.32
#ai#llm#open-sourceQwen 3.5 Is Quietly Beating Every Western Open-Source Model — And Nobody NoticedAlibaba's Qwen hit 1B+ downloads, beats GPT-5.2 on instruction following, and costs 13x less than Claude. The open-source AI race is over.4 aprel 202616 dəq.6
#monitoring#devops#open-sourceOpenTelemetry Is Eating Datadog's Lunch — The Open-Source Observability Stack in 2026Our Datadog bill hit $47K/month. OpenTelemetry + LGTM stack replaced it for $1,200. The instrumentation war is over — OTel won.21 aprel 202617 dəq.4
#ai#open-source#ethicsThe Rakuten AI Scandal: They Deleted DeepSeek's License File and Called It Their OwnRakuten launched 'Japan's largest AI model' with government backing. It was a fine-tuned DeepSeek V3 with the MIT license deleted. The community caught it in four hours.1 aprel 202616 dəq.4
#developer-tools#api#open-sourceBruno: The Git-Native API Client That Made Me Delete PostmanBruno stores API collections as .bru files in Git. No cloud, no account, no subscription. After Postman killed free teams, I switched.29 mart 202610 dəq.4
#security#open-source#devopsThe xz-utils Backdoor Was a Preview — Software Supply Chain Security Is Brokenxz-utils, Log4j, event-stream — the pattern is clear. 60% of maintainers work unpaid. Supply chain attacks doubled in 2025. Here's what's actually broken.7 aprel 202615 dəq.3
#data-engineering#sql#open-sourcedbt Is Not Enough: SQLMesh, Coalesce, and the Next Wave of Data TransformationSQLMesh is 9x faster than dbt, with free dev environments. Fivetran-dbt merger raises lock-in concerns. Coalesce offers visual SQL. Decision framework.24 mart 202615 dəq.3
#python#performance#open-sourceRust Is Eating Python's Tooling (And That's a Good Thing)uv, ruff, Polars, Pydantic v2, orjson — all Rust under the hood. 13 Python tools rewritten in Rust, all 10-100x faster. The 95/5 pattern explained.2 aprel 202612 dəq.2
#infrastructure#performance#cloudWebAssembly Serverless Is Eating Kubernetes at the EdgeWasm cold starts in 40 microseconds vs 100ms for containers. 20x density advantage. 95% cost reduction. Production at Amazon, Adobe, Cloudflare.22 mart 202615 dəq.2
#data-engineering#compliance#devopsDataGovOps: Why Governance-as-Code Is the 2026 Data Engineering MandatePoor data quality costs $12.9M/year per enterprise. DataGovOps automates governance in CI/CD. EU AI Act makes it mandatory by August 2026.21 mart 202615 dəq.2
#python#performance#programmingThe GIL Is Finally Dead: Free-Threaded Python Is Production-Ready in 2026Python 3.14's free-threaded build is officially supported. 10x speedups on CPU-bound tasks, 51% package compatibility, and Django runs without the GIL.3 aprel 202612 dəq.1