Jim Huang
@jserv
"A hacker, a lecturer, a father" // Adjunct faculty at @NCKU_official
7.7K Following11.9K Followers18.6K Posts

Jim Huang@jservJim HuangRT @Arikalabs: In 1998, Brian Kernighan wanted a regular expression engine small enough to fit on one page of a programming book. Rob Pike went to his office and came back an hour or two later with roughly 30 lines of C. It supported ^, $, ., and *, using little more than pointers and recursion. Kernighan later featured it in Beautiful Code.0183048
Jim Huang@jservJim HuangRT @tornadovm: TornadoVM 8.0.0 is out 🌪️ After 10 years: thank you, Graal. Java kernels are now compiled by TC, our own pure-Java compiler to CUDA, OpenCL and Metal. • AOT ready • No JVMCI • Now Apache 2.0 • Your code doesn't change 👉 #OpenSource #Java #AI #GPU023053
Jim Huang@jservJim HuangRT @tfadell: 25 years ago today, we introduced the iPod. 1,000 songs in your pocket. A small team. An unforgiving deadline. We had months to bring the hardware, software, and music experience together. Proud of what we built and that it means so much to people still today. A device that has been woven in many ways into our lives. People have filled their iPods with road trips, breakups, workouts, special occasions with family and friends. How cool that the iPod has become part of culture and our stories. 25 years, it’s hard to believe! Celebrating the team that made it happen today 👏 @StevenLevy was there from the start @WIRED0274062
Jim Huang@jservJim HuangRT @NatalieMarleny: Small announcement: ✅ formal-git As an experiment, over the last 2 months we've modelled ~30% of Git in Lean 4, making heavy use of coding agents, and proved >8000 theorems of varying usefulness about the implementation. In the process of doing this we've uncovered >100 potential defects in Git v2.55, at least two of which may constitute security vulnerabilities. We've also built a DRT (differential random testing) harness and the biggest corpus of relevant pinned differential test cases for Git implementations with >10k unique tests at the moment. We've used the test cases to test our own small internal implementation of Git in TypeScript. The next step will be to differentially test all notable public Git implementations against this corpus of tests to help improve their correctness and security 🫡 We'll be reaching out to library maintainers in due course. If you have a Git implementation you'd like us to help you test, please reach out and let me know. We'll open-source all this eventually, after potential security issues that were uncovered are responsibly disclosed and fixed.066058
Jim Huang@jservJim HuangRT @VicVijayakumar: 1995: PHP is dead, learn ColdFusion 2002: PHP is dead, learn ASP.net 2003: PHP is dead, learn Django 2004: PHP is dead, learn Ruby on Rails 2010: PHP is dead, learn Flask 2011: PHP is dead, learn AngularJS 2016: PHP is dead, learn Next.js 2022: PHP is dead, learn Solidity 2026: The NSA is advising that you turn off PHPNSA Cyber @NSACyberEffective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.0654065
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.1.3K10.8K70.3K12.6M
Jim Huang@jservMy students and I are developing an AI-driven mock interview platform in Rust. Feel free to give it a try!008497
Jim Huang@jservJim HuangRT @0xMovez: I just solved "Robotics Engineering" education with Opus 5.5 + /colorfigures skill no need to spend $1000+ on a starter kit to learn what a resistor does, just visit my interactive site: • 13 real boards: Arduino Uno, L298N, Raspberry Pi 5... • build part by part: pick & place, reflow, solder, plug in • break them on purpose: reversed caps pop, chips smoke, LEDs burn out send the skill to your Claude: > try it free, no sign-up ↓Ronin @DeRonin_0851055


Jim Huang@jservJim HuangRT @svpino: In 1994, software was dead. People told me programming was for nerds and that I should become a doctor or a lawyer instead. In 2004, software was dead. People told me that someone from India would take my job for $5/hour. In 2014, software was dead. People told me that no-code was going to kill every job and doom my career. In 2024, software was dead with Devin, Windsurf, Copilot, and OpenAI o1. We kill software every 10 years, and yet the demand for good Software Engineers has never been higher.0514061


Jim Huang@jservJim HuangRT @AnliKu40449: The operational risk isn't "nobody reads it" — it's "nobody can verify it." Once the corpus exceeds what a human can load into working memory, correctness has to shift from review to verification: formal specs, property-based tests, fuzzing, model checkers. The lever that keeps safety intact while code scales past human readability is the verification toolchain (KLEE, CBMC, Frama-C, liquid types, TLA+). The teams that ship unreadable code without burning down production aren't the ones with bigger teams — they're the ones that replaced "a human read this diff" with a proof or a failing property. Everything else is just hoping the blind spot didn't overlap the edge case.01062
Jim Huang@jservJim HuangRT @wholemars: soon the entire world will be running on code that nobody has read0245049
Jim Huang@jservJim HuangRT @Arikalabs: Leslie Lamport is one of the greatest computer scientists alive. In the 1980s, he wanted to write a book about concurrency, needed better macros for TeX, and spent several months developing LaTeX which mathematicians, physicists, and researchers around the world still use today. The book never got written. Then he continued his groundbreaking work in distributed systems theory (Paxos, logical clocks, Byzantine fault tolerance). Some people's side projects become entire industries.020061
Jim Huang@jservC is a programming language to honor "What You See Is What You Get" (WYSIWYG).Arika @ArikalabsRust compiler: "I cannot allow you to compile this because reference x might outlive borrowed scope y on line 42." C compiler: "You want to cast an integer to a function pointer and jump straight into uninitialized heap memory? Hell yeah brother, here's your binary."51022971.9K
Rust compiler: "I cannot allow you to compile this because reference x might outlive borrowed scope y on line 42." C compiler: "You want to cast an integer to a function pointer and jump straight into uninitialized heap memory? Hell yeah brother, here's your binary."10644910.2K276K
Jim Huang@jservJim HuangRT @JonathanRoss321: The Singularity: 1950: Real programmers wire their own circuits. 1985: Real programmers write their own assembly. 2010: Real programmers write their own C. 2026: Real programmers write their own Python. 2027: Real programmers write their own prompts.0133061
Jim Huang@jservJim HuangRT @mathemetica: One constant rules continuous change: the same e that compounds interest without bound also equals its own derivative and sums to itself via factorials. e = lim (1 + 1/n)^n as n→∞ e = ∑_{n=0}^∞ 1/n! d/dx e^x = e^x ∫_1^e (1/t) dt = 1 From population models and radioactive decay to neural nets and option pricing, continuous growth always traces back to this single base. Nature’s compounding engine is written in e.0119060- Show more posts




