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Today's topics:

AI coding agents go desktop - OpenAI’s Codex expands into an agent that can operate desktop workflows, speeding up testing and iteration where no clean API exists.

Claude Opus 4.7 safeguards - Anthropic’s Claude Opus 4.7 improves long-running coding reliability and ships new cybersecurity request blocking, highlighting safety controls for more capable AI models.

AI in hardware verification loops - A hands-on workflow pairs Claude Code with SPICE simulation and oscilloscope captures to automate waveform comparison and reduce human “eyeballing” in electronics debugging.

Ada anticipated modern safety - An essay revisits Ada’s packages, strong typing, concurrency, and later contracts, arguing today’s “safe software” movement echoes ideas standardized decades ago.

HPC stuck with old models - A retrospective on HPC argues hardware raced ahead—GPUs, NUMA, huge parallelism—while programming models like MPI/OpenMP stayed dominant, largely due to institutional inertia.

Python bytecode in 500 lines - The Byterun chapter demystifies how Python executes bytecode via frames and a stack VM, giving developers practical insight into debugging and performance limits.

Keyboard-first image viewer updates - FIM, a Vim-inspired image viewer, ships fixes and broader platform and format support, keeping lightweight and terminal-centric workflows viable.

Code-first parametric CAD workflows - CadQuery promotes reproducible, version-controlled 3D modeling by describing CAD as Python code, aligning mechanical design with software practices.

AI-optimized Chinese flashcards - A language learner builds an AI-assisted browser injection to compress lookup time inside flashcards, pushing vocabulary acquisition by removing interface friction.

-Essay Argues Ada Anticipated Many Features of Modern Programming Languages
-Anthropic Launches Claude Opus 4.7 with Stronger Coding, Higher-Resolution Vision, and Cyber Safeguards
-FIM Image Viewer Releases 0.7.1 Snapshot With GTK/SDL Fixes and Updated Documentation
-OpenAI Expands Codex With Computer Control, Plugins, Memory, and Long-Running Automations
-Learner Builds AI-Powered Flashcard Overlay to Speed Up Chinese Character Acquisition
-Rawquery Argues LLMs Make ‘Average’ Analytics Work Cheap—and That’s Powerful
-CadQuery promotes code-based, parametric 3D CAD modeling in Python
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