Engineering the Hardware-Software Bridge. Structured thinking on systems, compilers, and technical leadership — with clarity, precision, and purpose.https://davidjuhasz.dev/enhttps://davidjuhasz.dev/blog/brute-force-illusion-why-bigger-ai-models-arent-smarter/https://davidjuhasz.dev/blog/brute-force-illusion-why-bigger-ai-models-arent-smarter/"Bigger models, smarter AI" — this mantra has defined recent years of artificial intelligence, promising that scale alone would unlock human-like reasoning. As the hype fades, the limitations of bruteSun, 31 May 2026 09:40:40 GMTArtificial IntelligenceMachine LearningllmAI Reasoninghybrid aihttps://davidjuhasz.dev/blog/ai-field-not-buzzword/https://davidjuhasz.dev/blog/ai-field-not-buzzword/Artificial Intelligence (AI) is everywhere — but what even is AI? Behind the buzzword lies a diverse field: symbolic systems, statistical models, neural networks, each with distinct strengths and tradTue, 28 Apr 2026 15:16:01 GMTArtificial IntelligenceMachine Learningneural networksSymbolic AIAI HistoryDeep Learning#AIExplainedexplainable aihttps://davidjuhasz.dev/blog/invisible-engineer-how-to-prove-your-impact/https://davidjuhasz.dev/blog/invisible-engineer-how-to-prove-your-impact/Your best work disappears—along with your recognition. Consider an aircraft’s flight system: triple redundancy, failover protocols, seamless operation. No heroic rescues. That’s how proactive engineerMon, 16 Mar 2026 16:48:43 GMTEngineering culturetech leadershipSoftware EngineeringCareer Growthlegibility taxworkplace-visibilityhttps://davidjuhasz.dev/blog/tdd-pragmatic-correctness-guide/https://davidjuhasz.dev/blog/tdd-pragmatic-correctness-guide/Why Most Software Ships With Unproven Assumptions Most software teams face a correctness paradox: they need the rigor of formal verification but can’t afford its cost. Test-Driven Development (TDD) ofWed, 11 Feb 2026 16:20:31 GMTSoftware Correctnesstest driven developmentFormal VerificationSOLID principlesSoftware Engineeringdesign by contracthttps://davidjuhasz.dev/blog/containerized-embedded-development-tools/https://davidjuhasz.dev/blog/containerized-embedded-development-tools/Missed Part 3 of the “Practical Embedded Development, Containerized” series? Read about Bridging the Three Worlds in Containerized Embedded Develoment first. You’re sold on containerizing embedded devSat, 13 Dec 2025 15:37:41 GMTembedded systemscontainerizationpodmanDockerpodman vs dockerdevcontainervscode#GitHubCodespacesOCIhttps://davidjuhasz.dev/blog/containerized-embedded-development-pitfalls-patterns/https://davidjuhasz.dev/blog/containerized-embedded-development-pitfalls-patterns/Missed Part 2 of the “Practical Embedded Development, Containerized” series? Read about Containers for Embedded Developers first. You containerized your embedded workflow to end “works on my machine”—Wed, 05 Nov 2025 16:21:58 GMTembedded systemscontainerizationFirmware DevelopmentDockerDevopsEmbeddedDevelopmenthttps://davidjuhasz.dev/blog/navigating-tech-maze-from-experience-to-principles-part2/https://davidjuhasz.dev/blog/navigating-tech-maze-from-experience-to-principles-part2/In Part 1, we established that navigating a software engineering career requires a robust adaptive GPS system — where principles act as routing preferences and experience fuels real-time adjustments. Sat, 13 Sep 2025 14:06:23 GMTAdaptive DevelopmentEngineering principlesSoftware Engineeringtech leadershipCareer Growth#tech careerhttps://davidjuhasz.dev/blog/navigating-tech-maze-strong-opinions-constructive-discontent-part1/https://davidjuhasz.dev/blog/navigating-tech-maze-strong-opinions-constructive-discontent-part1/In today's fast-moving software world, adaptability isn't just helpful — it's essential for staying relevant. With new technologies and methodologies emerging constantly (and often noisily), engineersFri, 22 Aug 2025 15:18:04 GMTSoftware Engineeringtech leadershipCareer Growthdecision makingMindsethttps://davidjuhasz.dev/blog/containers-for-embedded-developers/https://davidjuhasz.dev/blog/containers-for-embedded-developers/Part 2 of the “Practical Embedded Development, Containerized” series — Catch up on Part 1: Why Containers Matter You’ve seen the pitch: containers can fix the fragile, machine-tied build environments Thu, 10 Jul 2025 15:56:05 GMTembedded systemsDockerdevtoolscontainerizationBuild Automationci-cdCI/CDhttps://davidjuhasz.dev/blog/containerized-embedded-development/https://davidjuhasz.dev/blog/containerized-embedded-development/Every embedded development team has one: the laptop where everything still works. It has the correct SDK, the toolchain is in precisely the right location, and firmware builds without error. No one isSun, 08 Jun 2025 12:46:05 GMTembedded systemscontainerizationDevopsDockerEmbeddedDevelopmentInfrastructure as code