
Dave Shah
12.3K posts

Dave Shah
@DaveShah
Founding Engineer and Head of Engineering at Avandra Imaging. Christian, Husband, Father, Distance Runner, Marine Corps Veteran.




I've never felt this much behind as a programmer. The profession is being dramatically refactored as the bits contributed by the programmer are increasingly sparse and between. I have a sense that I could be 10X more powerful if I just properly string together what has become available over the last ~year and a failure to claim the boost feels decidedly like skill issue. There's a new programmable layer of abstraction to master (in addition to the usual layers below) involving agents, subagents, their prompts, contexts, memory, modes, permissions, tools, plugins, skills, hooks, MCP, LSP, slash commands, workflows, IDE integrations, and a need to build an all-encompassing mental model for strengths and pitfalls of fundamentally stochastic, fallible, unintelligible and changing entities suddenly intermingled with what used to be good old fashioned engineering. Clearly some powerful alien tool was handed around except it comes with no manual and everyone has to figure out how to hold it and operate it, while the resulting magnitude 9 earthquake is rocking the profession. Roll up your sleeves to not fall behind.

Message to the Force 🎄 @CMC_MarineCorps and @USMCSgtMaj wish you all a Merry Christmas and Happy Holidays. To every Marine, Sailor, civilian Marine, and to your families—thank you for your service, sacrifice, and steadfast commitment to our Nation. Whether deployed, standing watch at home, or spending time with loved ones, Marines continue to exemplify honor, courage, and commitment. The Marine Corps wishes all a safe, peaceful, and meaningful holiday season. Semper Fidelis.





I was on a research tangent, about what languages tend to perform better with code generation, and was surprised by the results. I just assumed python would generally be king...? github.com/Tencent-Hunyua… What do you think @josevalim ?



You can now code and deploy Phoenix apps from your phone. Even on the toilet. This is revolutionary.






