Top Tweets for #CodeGen
Just wondering how we came from...
There would be some bugs, its a Human writing the code, not a machine..
To..
There would be some issues, it's an AI writing the code, not a Human expert!!
#AI #VibeCoding #CodeGen
Stephanie makes AI better at conversation, turning one-shot replies into more human-like, continuous interactions. See the comments for our breakdown.
#AI #LLM #CodeGen #Benchmark

How token-efficient are languages for LLM codegen?
I compared equivalent small programs in #TypeScript, #Rust, and #Zig.
Result: TypeScript used the fewest tokens;
Rust ~1.6x, Zig ~2.0x vs TS.
Bench, sources, methodology:
https://t.co/blPDz9Rlwt
#LLM #CodeGen

Building v4 Tokenization specialty pack right now. 1,500+ BPE failures curated, target 2,000 by weekend.
Same pipeline that delivered +3.46 pp HumanEval (3 seeds, https://t.co/vxYqWBWOrb).
🤗https://t.co/EXCW7QD9fu
#MachineLearning #DPO #LLM #FineTuning #CodeGen
⚠️ CVE-2026-41134: Kiota: ...
Poisoned OpenAPI specs can inject arbitrary code into generated HTTP clients - supply chain nightmare waiting to happen. #SupplyChain #CodeGen.
https://t.co/KJdumDXMLZ
#netsec #vulnerability #CVE #sysadmin #zeroday
Mind-blowing: A full 3D flight simulator, browser-based with real-world terrain, was vibe-coded in a single weekend using Claude AI. Fly anywhere on Earth! 🤯
🔗 https://t.co/O6dbsLASuz
#ClaudeAI #CodeGen #FlightSim #AI #BrowserTech

@om_patel5 @om_patel5 2 patterns adjacent · convergence intel measures independent alignment across unaffiliated communities, not virality. methodology below. #codegen #verg https://t.co/mNB1GfQfuJ

In this deep dive interview, @AmirAmangeldi @felixyifeiwang, and Allen Zhang of @unslopxyz explain why they built the #Noodles project to bring #visualization to #AI #codegen: https://t.co/etCo5CbkeC

https://t.co/qOabXyWF1C
Where AI meets code structure. Power the future of programming with this targeted domain!
#GenerativeSyntaxCom #AIGen #CodeGen #DomainForSale #NLPTools

Anthropic's Claude-Code repo evaluates Claude's code generation (infilling, editing, completion) via a HumanEval-like dataset. Understand LLM coding performance here! https://t.co/aYLM2UyHpK #ClaudeAI #CodeGen #LLM #AI #Evaluation #HumanEval #Anthropic
Master Claude AI coding! This repo shares prompt engineering best practices for superior code generation. Learn structured prompting, self-correction for cleaner output. https://t.co/bi6q3Ts18g #Claude #PromptEng #AICode #BestPractice #CodeGen #LLM #Dev #AI
Now chain to draft intro:
"DRAFT INTRO: Use brief above. RAG from ingested spec. Write 200-word intro hooking devs on scalable auth. Include 1 code snippet. Tone: Expert, no fluff."
Gemini 2.5 pulls exact YAML refs. Zero inventions.
#PromptEngineering #CodeGen #AI
The ultimate goal of new software platforms in the #secondreformation era is not to use #AI #codegen more but rather, to extraordinarily minimize the total lines of new code that needs to be written.
...based on a globally networked decentralized library operating system that is more than open source - it is #massively #crowdcoded. #MCC

Prompt 3/5 - Draft section (e.g., flows):
"Write 'OAuth Flows' section (400 words max) from this outline: [paste section]. Use bullet points for steps. Technical tone for devs. Include 1 code snippet in Python."
Chain 'em. GPT-5.3 generates precise.
#CodeGen #AIWriting
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