#codegen
🛠️ Web Codegen Scorer

👉🏻 If you're using code generation tools, this tool, from Google's Angular team, may be useful for comparing outputs by different models or monitoring quality over time.

https://github.com/angular/web-codegen-scorer
November 8, 2025 at 5:00 PM
...i forgot to simplify the logical expressions before doing codegen so now i have to go back and add a new simplification pass to make the continuations in the codegen pass more manageable :'>
November 8, 2025 at 2:01 PM
im now at 323 types in 5000 lines of code

(20 or so more types will be added shortly for the codegen pass...)

that gives you about one type defined for each 14-ish lines of code :D
November 7, 2025 at 10:00 PM
Spent the last 4 months looking into LLM codegen quality and techniques of improving it for the new APIs (not in the training set).

Many learnings from the process, with the key one being: LLMs "preffer" good API design.

Codegen fails? Your human devs would be likelly confused as well!
November 7, 2025 at 5:57 PM
i was going to use that (actually stackifier) for the wasm codegen from libfsm actually. but it turned out i didn't need to, 'cos we can fake fsm-style loops in wasm with passing in a jump table continuation style
November 7, 2025 at 2:05 PM
P sure just writing an automated JSON schema to facet types codegen would have already saved me the time it took to make
November 7, 2025 at 10:42 AM
Build an Autonomous Wet-Lab Protocol Planner and Validator Using Salesforce CodeGen for Agentic Experiment Design and Safety Optimization

In this tutorial, we build a Wet-Lab Protocol Planner & Validator that acts as an intelligent agent for experimental design and execution. We design the system…
Build an Autonomous Wet-Lab Protocol Planner and Validator Using Salesforce CodeGen for Agentic Experiment Design and Safety Optimization
In this tutorial, we build a Wet-Lab Protocol Planner & Validator that acts as an intelligent agent for experimental design and execution. We design the system using Python and integrate Salesforce’s CodeGen-350M-mono model for natural language reasoning. We structure the pipeline into modular components: ProtocolParser for extracting structured data, such as steps, durations, and temperatures, from textual protocols; InventoryManager for validating reagent availability and expiry; Schedule Planner for generating timelines and parallelization; and Safety Validator for identifying biosafety or chemical hazards.
nexttech-news.com
November 7, 2025 at 4:32 AM
Build an Autonomous Wet-Lab Protocol Planner and Validator Using Salesforce CodeGen for Agentic Experiment Design and Safety Optimization

In this tutorial, we build a Wet-Lab Protocol Planner & Validator that acts as an intelligent agent for experimental design and execution. We design the system…
Build an Autonomous Wet-Lab Protocol Planner and Validator Using Salesforce CodeGen for Agentic Experiment Design and Safety Optimization
In this tutorial, we build a Wet-Lab Protocol Planner & Validator that acts as an intelligent agent for experimental design and execution. We design the system using Python and integrate Salesforce’s CodeGen-350M-mono model for natural language reasoning. We structure the pipeline into modular components: ProtocolParser for extracting structured data, such as steps, durations, and temperatures, from textual protocols; InventoryManager for validating reagent availability and expiry; Schedule Planner for generating timelines and parallelization; and Safety Validator for identifying biosafety or chemical hazards.
nexttech-news.com
November 7, 2025 at 4:31 AM
okay actually their graphql api _might_ help?

because instead of needing to render the markdown at all, I can just use `descriptionHTML` for the release

hmmmmm

this does however mean that I need to now find a library to do codegen or some shit to make it not a pain in the ass to work with
November 7, 2025 at 1:58 AM
Build an Autonomous Wet-Lab Protocol Planner and Validator Using Salesforce CodeGen for Agentic Experiment Design and Safety Optimization In this tutorial, we build a Wet-Lab Protocol Planner &...

#Agentic #AI #AI #Agents #Editors #Pick #Staff #Tutorials

Origin | Interest | Match
November 7, 2025 at 1:33 AM
"streamplace-iroh" is an inaccurate name for the Rust package; it was created for Iroh but now it's just where Streamplace's Rust code lives, it should just be called "streamplace-rust" or something

The codegen and C interfaces are handled with this tool: github.com/NordSecurity...
GitHub - NordSecurity/uniffi-bindgen-go: Uniffi bindings generator for Golang
Uniffi bindings generator for Golang. Contribute to NordSecurity/uniffi-bindgen-go development by creating an account on GitHub.
github.com
November 6, 2025 at 11:59 PM
You can do anything with a Roslyn analyzer and codegen, hammer to crack an egg though!
November 6, 2025 at 6:14 PM
as part of some work i'm doing with a friend's co, i've published mcptool - basically a codegen CLI to turn typescript functions into MCP servers

super early days but let me know what you think! if its of use, etc 😀
GitHub - ripulio/mcptool: An MCP scaffold compiler
An MCP scaffold compiler. Contribute to ripulio/mcptool development by creating an account on GitHub.
github.com
November 6, 2025 at 3:28 PM
Concept: build-time dep that unspools your derive proc macro codegen and expands out the source code in-place, thus “switching itself off” (?)
November 6, 2025 at 2:47 PM
When coding with AI, I follow a fairly simple principle:

If prompting effort > coding effort, code it. 😅

Would it be useful if I made a video with examples, etc?
November 6, 2025 at 9:21 AM
hmm. atproto lexicon -> drizzle orm schema codegen.
November 6, 2025 at 9:00 AM
Building Reliable AI Agents with MCP: What We Learned Moving Codegen to the Planning Phase https://cstu.io/19f004 #robotics #future #marketing
Building Reliable AI Agents with MCP: What We Learned Moving Codegen to the Planning Phase
TL;DR Letting an LLM write runtime code feels powerful until you run it every weekday at...
cstu.io
November 6, 2025 at 8:32 AM
This tweet appeared under this Techmeme headline:

Garry Tan / @garrytan:

I recently made a photography critique app in about 5 minutes using Wabi. Codegen on your iPhone with shareable apps is here, and it's quite cool
November 6, 2025 at 3:03 AM
@garrytan https://x.com/garrytan/status/1986176749139591446 #x-garrytan

Quote: https://x.com/venturetwins/status/1986136181302829156

Wabi is one of the most important new consumer codegen apps — it's a little bit of an Instagram moment for true no-code all on mobile.

A...
November 5, 2025 at 9:16 PM
I will need to dig in a bit around (un)marshal customization for our "union" data type (aka, discriminated based on '$type' fields). but i'm sure we'll get it working, and very excited to hand folks cleaner codegen
November 5, 2025 at 8:44 PM
@garrytan https://x.com/garrytan/status/1986162350534303977 #x-garrytan

Quote: https://x.com/ycombinator/status/1986161597866516894

One of the key things about being able to build great things with codegen is having a plan. Without a plan, you can't build anything

Scott...
November 5, 2025 at 8:16 PM
Stop coding the hard way! The future of Angular is agentic.

Use Gemini Canvas for rapid prototyping. Leverage angular.dev/ai for advanced prompts & context. And check your LLM's output quality with the open-source Web Codegen Scorer!

AI isn't replacing developers; it's empowering them. #Angular
Get Started • Angular
The web development framework for building modern apps.
angular.dev
November 5, 2025 at 7:09 PM
@bnewbold.net any chance upcoming Go lexicon codegen changes will involve go-dasl?
November 5, 2025 at 6:46 PM
Thank you! I just used it myself in a build​.rs so I could overwrite features that the codegen would then depend on github.com/lmmx/tree-si...

I’ll have to add a convenience constructor for the Between `Target::Literal`s yet now I’ve road tested it! Just these few initially: docs.rs/textum/lates...
github.com
November 5, 2025 at 4:07 PM