Beyond Code Generation: AI for the Full Data Science Workflow Using Codex and MCP to connect Google Drive, GitHub, BigQuery, and analysis in one real workflow

Beyond Code Generation: AI for the Full Data Science Workflow

Using Codex and MCP to connect Google Drive, GitHub, BigQuery, and analysis in one real workflow

Telegram AI Digest
#ai #codegeneration #datascience

Beyond Code Generation: AI for the Full Data Science Workflow

За пределами генерации кода: ИИ для полного рабочего процесса Data Science

Используя Codex и MCP для подключения Google Drive, GitHub, BigQuery и анализа в одном реальном рабочем процессе

Telegram ИИ Дайджест
#ai #codegeneration #datascience

Generating Structured Code Using Azure, OpenAI and .NET Generating Structured Code Using OpenAI and .NET

Generating Structured Code Using Azure, OpenAI and .NET developmentwithadot.blogspot.com/2026/03/gene... #dotnet #ai #openai #llm #codegeneration

90% of Claude Code Output Lands in Low-Star GitHub Repos Anthropic's Claude Code has surpassed 20 million GitHub commits, but 90% of output has landed in repos with fewer than two stars, suggesting hobbyist use.

winbuzzer.com/2026/03/26/c...

90% of Claude Code Output Lands in Low-Star GitHub Repos

#AI #Anthropic #GitHub #Claude #ClaudeCode #AICoding #GenAI #SoftwareDevelopment #CodeGeneration #VibeCoding #Developers

Original post on social.tchncs.de

Dieses Argument, da ja Menschen auch schlechten Sourcecode schreiben, könne man das bei AI generierten Code auch tolerieren, bringt mich echt an meine Grenzen.

Man gibt alle Qualitätskriterien auf, die für menschliche Devs gegolten haben. Warum gibt man sie auf? Weil ein Dev-Team mit PR 4-eyes […]

告别古法编程黄金时代：AI 时代不会再有新编程语言诞生的土壤 - Tony Bai 本文永久链接 - https://tonybai.com/2026/03/24/no-soil-for-new-programming-languages-in-ai-era 大家好，我是Tony Bai。 如果你回望过去十五年的软件工程史，那无疑是编程语言百花齐放的黄金时代。 为了对

告别古法编程黄金时代：AI 时代不会再有新编程语言诞生的土壤 本文永久链接 – tonybai.com/2026/03/24/no-soil-for-n... 大家好...

#技术志 #AgenticCoding #AIProgramming #AI编程 #AndrejKarpathy #ArtificialIntelligence #C #ClaudeCode #CodeGeneration #CorpusHegemony #Cpp

Origin | Interest | Match

OpenAI 创始人盛赞 Rust，却遭开发者反驳：Go 才是大模型眼里的“香饽饽”！ - Tony Bai 本文永久链接 - https://tonybai.com/2026/03/23/go-is-the-best-programming-language-for-llm 大家好，我是Tony Bai。 在这个大模型重塑编程范式的当下，如果你想开发一个自主运行的智能体（Agent），或者想让

OpenAI 创始人盛赞 Rust，却遭开发者反驳：Go 才是大模型眼里的“香饽饽”！ 本文永久链接 – tonybai.com/2026/03/23/go-is-the-bes...

#技术志 #Agent #boring #CodeGeneration #ConcurrencyModel #ConsistentStyle #Context #Go #gofmt #Golang #GoLanguage

Origin | Interest | Match

MobileKernelBench: Can LLMs Write Efficient Kernels for Mobile Devices? Large language models (LLMs) have demonstrated remarkable capabilities in code generation, yet their potential for generating kernels specifically for mobile devices remains largely unexplored. In …

MobileKernelBench: Can LLMs Write Efficient Kernels for Mobile Devices?

#CUDA #LLM #CodeGeneration

hgpu.org?p=30695

Discover how Abacus AI’s all‑in‑one platform could replace 10+ dev tools—think code generation, agent orchestration, and DeepAgent‑powered workflows. Is it the next vibe in software development? Dive in! #AbacusAI #AIWorkflows #CodeGeneration

🔗 aidailypost.com/news/abacus-...

Key shift: researchers are moving beyond "can ChatGPT code?" toward security, automated testing, and bug repair.

Full study coming soon in a Q1 journal 📄

#LLM #SoftwareEngineering #AI #Research #Bibliometrics #CodeGeneration #MachineLearning

Your 'detailed' spec might be sabotaging your distributed system. Learn why natural language fails to prevent critical architectural flaws, even with LLMs generating code.

thepixelspulse.com/posts/detailed-spec-is-c...

#distributedsystems #llms #codegeneration

GitHub - drpaneas/revibe: Reverse Vibe Coding Reverse Vibe Coding. Contribute to drpaneas/revibe development by creating an account on GitHub.

Revibe is a Go CLI that reverse-engineers code into a precise Markdown spec, regenerates it via an LLM, and iteratively refines until outputs match exactly.

#ReverseEngineering #LLMTools #CodeGeneration

Slopmax On My Bubble Till I Pop

Slopmax On My Bubble Till I Pop

#Ai #Copilot #Chatgpt #Claude #Codegeneration

programmerhumor.io/ai-memes/slopmax-on-my-b...

RE: mastodon.social/@simple_sabotage/1162332...

Oh, that‘s exactly how AI-bros are trying to sabotage us:

„Never pass on your skill and experience to a new or less skillful worker“

#deskilling #LLM #AI #sabotage #education #codegeneration

CONCUR: Benchmarking LLMs for Concurrent Code Generation Leveraging Large Language Models (LLMs) for code generation has increasingly emerged as a common practice in the domain of software engineering. Relevant benchmarks have been established to evaluat…

CONCUR: Benchmarking LLMs for Concurrent Code Generation

#CodeGeneration #LLM #Package

hgpu.org?p=30644

StitchCUDA: An Automated Multi-Agents End-to-End GPU Programing Framework with Rubric-based Agentic Reinforcement Learning Modern machine learning (ML) workloads increasingly rely on GPUs, yet achieving high end-to-end performance remains challenging due to dependencies on both GPU kernel efficiency and host-side setti…

StitchCUDA: An Automated Multi-Agents End-to-End GPU Programing Framework with Rubric-based Agentic Reinforcement Learning

#CUDA #CodeGeneration #LLM

hgpu.org?p=30629

CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models Reinforcement Learning from Verifiable Rewards (RLVR) has driven recent progress in code large language models by leveraging execution-based feedback from unit tests, but its scalability is fundame…

CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models

#CodeGeneration #LLM #Package

hgpu.org?p=30620

CL4SE: A Context Learning Benchmark For Software Engineering Tasks Context engineering has emerged as a pivotal paradigm for unlocking the potential of Large Language Models (LLMs) in Software Engineering (SE) tasks, enabling performance gains at test time without…

CL4SE: A Context Learning Benchmark For Software Engineering Tasks

#CodeGeneration #LLM #Package

hgpu.org?p=30619

From Prompts to Performance: Evaluating LLMs for Task-based Parallel Code Generation Large Language Models (LLM) show strong abilities in code generation, but their skill in creating efficient parallel programs is less studied. This paper explores how LLMs generate task-based paral…

From Prompts to Performance: Evaluating LLMs for Task-based Parallel Code Generation

#OpenMP #LLM #CodeGeneration

hgpu.org?p=30618

This article on #InfoQ presents a least-privilege AI Agent Gateway that controls how agents access infrastructure.

Every request is:
✅ Validated
✅ Authorized
✅ Executed in isolated, short-lived environments

Read now for more insights 👉 bit.ly/40ys1Dm

#AI #AIagents #MCP #CodeGeneration

Writing code is cheap now - Agentic Engineering Patterns - Simon Willison's Weblog

Insightful post by @simonwillison.net that aligns with my own experience guiding my engineering team over the last year of AI code-gen adoption - "Good code still has a cost." #ai #codegeneration #agenticai simonwillison.net/guides/agent...

🤖 Los agentes de código son tan buenos como las señales que les das

La calidad del código generado por IA depende de la información que reciba.

https://thenewstack.io/coding-agents-feedback-signals/

#AI #CodeGeneration #SoftwareDevelopment #RoxsRoss

six thoughts on generating c — wingolog wingolog: article: six thoughts on generating c

Nice article, but the all-lowercase titling is so jarring:

“Six Thoughts On Generating C”, Andy Wingo (wingolog.org/archives/202...).

Via HN: news.ycombinator.com/item?id=4694...

On Lobsters: lobste.rs/s/j8jnqq/six...

#Programming #C #PLDI #Compilers #CodeGeneration #ProgramSynthesis

Improving Code Generation via Small Language Model-as-a-judge Large language models (LLMs) have shown remarkable capabilities in automated code generation. While effective for mainstream languages, they may underperform on less common or domain-specific langu…

Improving Code Generation via Small Language Model-as-a-judge

#CodeGeneration #LLM

hgpu.org?p=30571

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels Diffusion large language models (dLLMs) have emerged as a compelling alternative to autoregressive (AR) LLMs, owing to their capacity for parallel token generation. This paradigm is particularly we…

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels

#CUDA #LLM #CodeGeneration #Package

hgpu.org?p=30569

Improving HPC Code Generation Capability of LLMs via Online Reinforcement Learning with Real-Machine Benchmark Rewards Large language models (LLMs) have demonstrated strong code generation capabilities, yet the runtime performance of generated code is not guaranteed, and there have been few attempts to train LLMs u…

Improving HPC Code Generation Capability of LLMs via Online Reinforcement Learning with Real-Machine Benchmark Rewards

#CUDA #OpenMP #HPC #CodeGeneration #LLM

hgpu.org?p=30568

O'Reilly: Coding With GPT

O'Reilly: Coding With GPT

#Ai #Chatgpt #Codegeneration #Oreilly #Techbooks

programmerhumor.io/ai-memes/oreilly-coding-...

Spot on.
But remember: in 1900, people "hand-crafted" carriage rides.
In 13 years, NYC swapped hay for horsepower..

Foundations are built to be scaled. We're not losing the craft; we're finally getting the engine we deserve.

#CodeGeneration #Ai #Automation

Flutter Build Systems and Dependency Management: Technical Interview Guide Essential questions and detailed answers covering pubspec.yaml, build modes, flavors, and dependency resolution that experienced Flutter…

I just published Flutter Build Systems and Dependency Management: Technical Interview Guide medium.com/p/flutter-bu...
#Flutter #FlutterDevelopment #FlutterInterview #BuildSystems #DependencyManagement #Pubspec #GradleBuild #FlutterFlavors #CodeGeneration #BuildRunner #MobileDevelopment

Hi #java bubble, which lib do you use and can recommend for #codegeneration ? I've been using square/javapoet and now the fork from #palantir - which feels pretty wrong. I would not like string concatenation because it turns into a maintenance nightmare.
#fedihelp #boostplease