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Photographer Captures Historic Muni Streetcars Using Line Scan Camera at SF Heritage Weekend

A photographer spent three hours at San Francisco's Muni Heritage Weekend 2026 using a line scan camera to photograph vintage streetcars, including the 1912 Muni No. 1, the first publicly owned big-city streetcar in the US, and other historic trams from Melbourne, Milan, and Blackpool. The resulting images, which capture the vehicles in a distinctive scanned format, have been released under a CC-By-SA 4.0 license and uploaded to Wikimedia Commons.

Engineer shows how to make a spin-lock 5.7x faster and 5.4x more energy-efficient

A developer walks through optimizing a basic spin-lock implementation in C++, starting from a naive atomic exchange loop that slows dramatically under contention. Benchmarks show the naive version taking 3.14 ns uncontended but ballooning to 246 ns with four threads, driven by cache-line contention and branch mispredictions. Through iterative refinements, the author achieves a version that is 5.7 times faster and consumes 5.4 times less energy than the original.

Interactive web tool renders classic topological surfaces in hand-drawn ink style

A browser-based project reproduces mid-century mathematical illustration techniques—like those in Francis's 'A Topological Picture Book'—for 3D surfaces, using triangulated meshes, GPU-computed silhouettes, and curvature-based hatching to mimic pen-and-ink drawing. Users can rotate, zoom, and manipulate hand-lettered labels on interactive models, with strokes dynamically redrawn as the view changes.

Pydantic launches HTTPX2, a maintained fork of the HTTPX Python HTTP client

Pydantic has released HTTPX2, a new Python HTTP client library that continues the work of the HTTPX project, offering sync and async APIs, HTTP/1.1 and HTTP/2 support, and an optional command-line client. The project is positioned as a stewardship effort to keep the library actively maintained after HTTPX saw reduced development activity.

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