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AI Can Write Kernel Code. Only a Human Can Sign It Off.
AI can now write kernel code that compiles and looks right but is quietly wrong. The kernel community has formally drawn the…
RB Jul 22 · 7 min
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Field notes from the Linux trenches
Deep dives, debugging war-stories and career guidance for engineers who work where the kernel meets real hardware.
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Edge AIEdge AI
Edge AI in Automotive and Industrial Systems
Edge AI in automotive and industrial systems runs beside a deterministic, safety-critical control loop. How real-time Linux, TSN and mixed criticality help.
RB Jul 22 · 9 min
TutorialsTutorials
Dynamic Debug in Linux: Turn On pr_debug Messages at Runtime
Use dynamic debug to switch on pr_debug and dev_dbg messages in a running Linux kernel, without rebuilding or rebooting.
RB Jul 21 · 12 min
Edge AIEdge AI
TinyML vs Edge AI on Linux: How to Choose the Right Machine
TinyML vs Edge AI on Linux is not a TOPS comparison. It is a choice of machine. A decision guide, the measured…
RB Jul 20 · 14 min
NewsNews
Kernel & Embedded News: BPF Exploit Shields; Yocto CVE Data Gaps
BPF exploit shielding at LSFMM+BPF 2026, sched_ext sub-schedulers in Linux 7.2, a modern kernel crypto library API, and Yocto CVE metadata gaps.
RB Jul 20 · 7 min
CareerCareer
Deep Work Is Getting Rarer Just as It Becomes More Valuable
Cal Newport argues deep, distraction-free concentration is becoming rare exactly as it becomes valuable. In the AI age, deep work produces the…
RB Jul 19 · 8 min
Kernel SecurityKernel Security
Linux Kernel CVEs: What to Patch by Device (11 – 18 Jul 2026)
Three Linux kernel CVEs published 11-18 July 2026. The IPv4 fix CVE-2026-53366 is highest priority. What matters for mobile, embedded, cloud and…
RB Jul 18 · 10 min
Deep DivesDeep Dives
Runtime PM: Why Your Device Never Suspends, and How to Find Out
One kernel function, rpm_check_suspend_allowed(), decides whether runtime PM suspends your device. Each return code names the exact field to inspect.
RB Jul 18 · 10 min
NewsNews
Kernel & Embedded News: Jetson Thor T3000/T2000; RISC-V BIOS Push
NVIDIA's mainstream Jetson Thor T3000 and T2000 modules, a RISC-V BIOS-like firmware effort, extended cache-aware scheduling, and an open edge-AI camera.
RB Jul 18 · 7 min
CareerCareer
Kernel Patch Review Is the Scarce Skill Now, Not Code
Linux 7.1 merged 15,849 commits, but Reviewed-by fell to 51% and Tested-by to 8%. Kernel patch review is the scarce skill now,…
RB Jul 17 · 8 min
InsightsInsights
Kernel CVEs and the EU Cyber Resilience Act: What Device Makers Must Do Now
The Linux kernel now issues more CVEs than anyone, with no severity scores. What that means for device makers facing EU Cyber…
RB Jul 16 · 8 min
NewsNews
Kernel & Embedded News: KWatch Watchpoint Tool; RISC-V Cache QoS
A new KWatch RFC uses function-scoped hardware watchpoints to catch the code that corrupts kernel memory, and RISC-V gains initial cache partitioning…
RB Jul 16 · 8 min
InsightsInsights
Your SBOM Is Ready. Your Kernel CVE Triage Is Not.
CRA reporting starts 11 September 2026. Kernel CVE triage, not SBOM generation, is the hard part. How to filter false positives and…
RB Jul 16 · 13 min
CareerCareer
Attention Works Like a Muscle. That Means You Can Train It.
Daniel Goleman describes attention as a muscle: use it poorly and it withers, work it well and it grows. For engineers in…
RB Jul 15 · 9 min
Edge AIEdge AI
4-Bit Weight Quantization: Why the Memory System Decides
Why 4-bit weight quantization is a memory-system problem: DRAM bandwidth, unified memory on Jetson, kernel fusion, and the real accuracy and speed…
RB Jul 15 · 11 min
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