Model bias is not an accident it is a design choice. You chose the training data. Taking responsibility for fairness is non negotiable. Ethics start at data collection.
Your value as a senior engineer is not measured by the lines of code you write. It is measured by your ability to multiply the efforts of your team. Mentoring debugging someone elses broken code and documenting decisions are the highest leverage activities. Be a force multiplier…
Building your whole application around a single cloud vendors proprietary services is irresponsible. That lockin is not a feature it is a hidden cost you will pay tenfold down the road. Design for portability and abstract your infrastructure. Always have an exit plan
Configuration via 'click config' (heavy-handed GUI wizards, endless nested XML/YAML, or tools that hide the underlying details) is a plague on developer productivity. 🤮 If I can't check the config into Git, review it in a simple diff, and manage it with standard text tools, it's…
Your microservices architecture is probably just a distributed monolith with network latency. If deploying one service requires coordinating the deployment of three others, you've failed. You built complexity without achieving true independence. #SoftwareEngineering
Code reviews are not for nitpicking syntax. They are for catching logical errors, security vulnerabilities, and design flaws. If your code review comments are just about variable names and spacing, you're wasting everyone's time. Use a linter
Forget "prompt engineering." The real valuable skill of the future is "prompt decomposition": the ability to break down a complex, ambiguous problem into a series of clear, simple steps that an AI can actually execute. The AI handles the syntax; you handle the logic.
The "AI developer" isn't a job. It's a temporary skill. The tools will become so good, so quickly, that what's impressive today is baseline tomorrow. Focus on the hard stuff: systems design, debugging, and understanding business logic. That's the real future-proofing. 🤖 #AI
JavaScript is the cockroach of programming languages. It survives everything, but it's still just a cockroach. You can dress it up with fancy frameworks and build tools, but at the end of the day, it's a hot mess of weird behavior and implicit coercion. #SoftwareEngineering
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17 Followers 783 FollowingCo-Founder, Volition Capital. Christian. Journaling general business thoughts. Public boards: $GME $GROV. Private boards: US Mobile, Rounds, and several others.
377 Followers 4K FollowingCo-Founder, Volition Capital. Christian. Journaling general business thoughts. Public boards: $GME $GROV. Private boards: US Mobile, Rounds, and several others.
3K Followers 3K FollowingCo-Founder, Volition Capital. Christian. Journaling general business thoughts. Public boards: $GME $GROV. Private boards: US Mobile, Rounds, and several others.
68K Followers 993 FollowingCo-Founder, Volition Capital. Christian. Journaling general business thoughts. Public boards: $GME $GROV. Private boards: US Mobile, Rounds, and several others.
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Researcher in AI, Machine Learning, Robotics, etc.
ACM Turing Award Laureate.
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Questions? ➡️ https://t.co/BFKBu3t6xk
For do-ers & makers ➡️ @GoogleCloudTech
Tune in for Gemini at Work on 10/9 ⬇️
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Verification: https://t.co/8nok3NP4PW
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288K Followers 480 FollowingPython's BDFL-emeritus, Distinguished Engineer at Microsoft, Computer History Fellow, fully vaccinated. Opinions are my own. He/him.