DeepEngineering
@DeepEngineerHub
Insights on software engineering, system design, and technical leadership. Interviews, ideas, and tools for building better systems. Part of @PacktPublishing
In Deep Engineering #26 we look at how C++26, Rust, Swift, Zig, and Mojo push more work into the compiler—and how Mojo’s patterns translate into shippable code, with Ivo Balbaert. open.substack.com/pub/deepengine… #SoftwareEngineering #Compilers
New Release from @PacktDataML ... "Architecting AI Software Systems: Crafting robust and scalable AI systems for modern software development" at amzn.to/4oMi9Ag 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼: 🔴Learn to integrate AI with traditional software architectures, enabling architects…
🚀 Cohort 2 is here! Join bestselling author & ISO C++ Committee member @PatriceRoy1 for the C++ Memory Management Masterclass on Dec 6–7. Master RAII, smart pointers, and the techniques behind safer, faster C++ code. eventbrite.com/e/c-memory-man…
Deep Engineering #24: Scott Millett on why IT strategy = business strategy. Define→Shape→Deliver links tech to outcomes. Forrester: CIO AI rescues rising; BCG: only 5% capture AI value. Read: open.substack.com/pub/deepengine… #ITStrategy #CIO #EnterpriseArchitecture
Deep Engineering #23: Frameworks as Flow Control with Ivan Padabed and Roman Voronin open.substack.com/pub/deepengine…
🚀Ready to lead in the Quantum Era? Join us for a 2-day virtual masterclass: “Quantum Computing for Leaders” 🗓️ Nov 29-30 🎙️ Led by @robertloredo Learn how to: ⚡ Build quantum-ready teams 🔐 Prepare for quantum-safe security 💡 Unlock innovation with quantum strategies…
Most AI pilots stall before production. Richard D. Avila on the architecture discipline to cross the prototype→production gap: 5 gates + a go/no-go rubric. Read: open.substack.com/pub/deepengine… #AI #SoftwareArchitecture #MLOps
Many AI projects stall not because the models are weak, but because the systems around them aren’t built to last. 📘 Architecting AI Software Systems by Richard D. Avila and Imran Ahmad, brings together decades of hands-on experience to show how to design AI that’s reliable,…
A Blueprint for AI-Ready Engineering Teams The hard part of AI is the integration tax—code, data, compute, people. Today's short read on @argonne's blueprint: treat AI as a platform—substrates, validation, clear human–AI roles. linkedin.com/pulse/blueprin… #AIEngineering…
Just finished @SamKeen’s *Clean Architecture with Python* – a crystal‑clear, code‑heavy guide that brings Uncle Bob’s principles to Python. SOLID, observability, integrity tests, and even an architectural‑leadership chapter. A must‑read for Python architects.
A practical guide for .NET developers to apply Domain-Driven Design principles in C#, refactor monoliths into modular systems, and modernize applications while keeping domain logic central - amazon.com/dp/1835889107/
Deep Engineering Friday Roundup: Python 3.14 (free-threaded, JIT), ChatGPT Apps + Apps SDK, AgentKit, Karpenter/Headlamp plugin, AWS EC2 M8a, Residuality Theory. linkedin.com/pulse/deep-eng… #Python314 #ChatGPTApps #AgentKit #GitHubCopilot #Kubernetes #AWS #SoftwareArchitecture…
Python 3.14 (free-threaded) + pip-installable Mojo—interop just got real. We map what works, what costs, and how to ship: open.substack.com/pub/deepengine… #Mojo #Python #CPython #Interop #SoftwareEngineering
Recent study on npm security reporting: from 10.9M GitHub issues across 37k repos, only 0.13% were tagged “security”—yet a vetted classifier surfaced 1.62M security issues (14.8%). CVE refs sped closure; bots often increased staleness. arxiv.org/abs/2506.07728 #OpenSourceSecurity…
Good taste in software engineering isn’t style—it’s judgment under constraints. From review habits to fitness functions to business outcomes—what would you re-weight today? deepengineering.substack.com/p/deep-enginee… #SoftwareEngineering #TechLeadership
💻 Think quantum is far off? Here’s what runs today. Deep Engineering #20: mapping changes circuits, results are distributions, and where logical vs physical qubits matter. Read: open.substack.com/pub/deepengine… #quantumcomputing
68% save 10+ hrs/wk with AI—yet 50% still lose 10+ to non-coding work. That gap is the constraint. Deep Engineering #19: 7 rules to draw the line—Platform=flow; SRE=uptime. Sean P. Alvarez & Ajay Chankramath: deepengineering.substack.com/p/deep-enginee… #PlatformEngineering
A compact example you can share with the team: entities vs value objects, ABC/Protocol boundaries, and dependency inversion—straight from Chapter 1. deepengineering.substack.com/p/clean-archit… #Python #SoftwareDesign
“Dependencies face inward.” Sam Keen on DDD, repositories, and testing without booting infrastructure. Full Q&A on pragmatic Clean Architecture in Python: deepengineering.substack.com/p/pragmatic-cl… #CleanArchitecture #Python
AI works best with clean context. Sam Keen on keeping business logic pure, pushing frameworks to the edge, and why that makes AI assistance safer and more useful. open.substack.com/pub/deepengine… #Python #EngineeringLeadership
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