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1. guardrail-mini-bench guardrail-mini-bench Public

   A small, honest benchmark for content-safety guardrails — leak vs over-refusal, per category, with confidence intervals

   Python

2. embedded-linux embedded-linux Public

   Twenty embedded Linux projects on one bench: one Yocto layer, one cross SDK, one entry point. Source rather than images, and ./go check proves what needs no hardware in about two minutes. Board mea…

   Shell

3. robot-joint-node robot-joint-node Public

   Twenty chapters building one robot joint node on a bench with no robot arm. CAN-FD, real-time control, safe states, and an honesty rule that marks what is real, modelled or absent.

   Python

4. firmware-nucleo-h7 firmware-nucleo-h7 Public

   Twenty firmware projects on one STM32H7A3 board, from a fixed bench inventory with no oscilloscope. Low-power modes with a measured charge, DMA and the cache trap, three sensor shields, and an RTOS…

   Python

5. rtos-embedded-linux rtos-embedded-linux Public

   Twenty connected-device projects: presence with a hold and a release, a sample allowed to leave the device, a signed image that rolls back, a radio that sleeps. Fifteen chapters on an RTOS, four on…

   C

6. edge-llm-pi edge-llm-pi Public

   Twenty Raspberry Pi projects that pair a small local language model with a two-line control rule and publish the agreement table between them. Honest tokens-per-second figures measured on the board…

   C