#github

• Thu, Jan 2, 2025. Tools that convert files to prompt / Markdown suitable for LLMs: #ai-coding-tools #document-conversion #github #markdown
  • uvx files-to-prompt
  • npx git-ingest
  • ingest - written in Go, only Mac/Linux binaries

• Thu, Jan 2, 2025. A git repo with a submodule stores the specific commit of the submodule. When you update the submodule, you need to git add the submodule. #github
  • git pull --recurse-submodules: Pulls parent repo along with submodules
  • git submodule status: For each submodule, show current commit, path, and branch (if on a branch)
  • git submodule update --init --recursive: Fetches/moves each submodule to the commit tracked by the parent repo

• Wed, Jan 1, 2025. LLM Code Execution Sandboxes that let you run code in a sandbox via an API: #cloud #code-agents #github #hosting #llm-ops
  • AgentRun: open source, via Docker
  • e2b.dev. A day costs about $1 (on demand) and you get about $100 one time credits. Self-hosting is complex. Discussion

• Thu, Dec 26, 2024. Learnings from Best of 2024 in Agents (from #1 on SWE-Bench Full, Prof. Graham Neubig of OpenHands/AllHands) #ai-coding-tools #code-agents #dev #github #prompt-engineering
  • Passing code execution as a tool is more powerful than granular tools. You combine multiple tools and tool calls into one. You move code to the data rather than the other way around. Mostly, you need bash, Python (or Jupyter), file manager, web browser.
  • UI: Go where the user is, instead of bringing them to you.
  • A remote runtime is a critical component.
  • Claude 3.5 Sonnet (20241022) and Claude 3.5 Haiku (20241022) perform best on SWE Bench, followed by Deepseek V3, then O1 2024-12-17. X

• Sat, Dec 21, 2024. What to use for hosting: ChatGPT #chatgpt #cloud #github #hosting #html #server #web-dev
  • GitHub Pages: Static websites, medium files
  • Cloudflare Pages: Static websites, global delivery
  • Vercel: Frontend frameworks (e.g. Next.js) with high DX and ISR, small files
  • Netlify: JAMstack projects, minimal back-end, moderate files
  • Glitch: Small static projects
  • Render: Full-stack apps requiring databases and server-side compute
  • Firebase Hosting: Small sites, limited large files
  • Archive.org: Public archival, large files
  • Google Drive: File sharing, large files
  • Dropbox: File sharing, moderate files
  • Cloudflare R2: Static assets, large file delivery

• Fri, Nov 29, 2024. Gists are a good place to store static files for posterity as well as throwaway files. But, they're just git repositories. So there may be no advantage over GitHub repos. #github

• Tue, Nov 26, 2024. Here's a convenient pattern to git commit a directory but nothing else in it (e.g. a build/ directory). Add a .gitignore file with * followed by !.gitignore. Only the .gitignore file is tracked. #github

• Sat, Nov 23, 2024. OpenAI lets you download GPT instructions and execute arbitrary code in their containerized environment. This is not a bug. Ref #ai-coding-tools #chatgpt #code-agents #github #prompt-engineering

• Sat, Nov 23, 2024. A list of Markdown to Website converters on this thread: #document-conversion #github #html #markdown
  • Jekyll - Ruby - 2008
  • MkDocs - Python - 2014
  • GitBook - JavaScript (Node.js) - 2014
  • MkDocs Material - Python (MkDocs-based) - 2016
  • Docsify - JavaScript - 2016
  • MdBook - Rust - 2017
  • Antora - JavaScript (Node.js) - 2017
  • Docusaurus - JavaScript (React) - 2017
  • JupyterBook - Python - 2019
  • Keenwrite - Java - ~2019
  • Honkit - JavaScript (GitBook fork) - 2019
  • Nextra - JavaScript (Next.js) - 2020
  • Astro - JavaScript/TypeScript - 2021
  • Hugo Book - Go (Hugo-based) - ~2020
  • Clowncar - JavaScript/Node.js - ~2021
  • Quarto - R and Python - 2022
  • Starlight - JavaScript/TypeScript - 2023

• Fri, Nov 22, 2024. DuckDB has an LLMs.txt. #github #llm-ops #markdown Today, 38 repos on GitHub support it

• Mon, Nov 18, 2024. A HTML quine: A page that, when rendered as HTML, shows the HTML source code of the page! #github #html #web-dev

• Mon, Nov 18, 2024. You can enable syntax highlighting just using fonts. Ref #ai-coding-tools #github #html #markdown

• Tue, Nov 12, 2024. Google Open sourced Alphafold 3. Repo #github

• Fri, Nov 8, 2024. uithub converts GitHub repos to Markdown. Just replace "g" in "github.com/..." with "u". Example #github #markdown

• Mon, Nov 4, 2024. Zed.dev is an AI code editor by the creators of Atom. It's written in Rust and is blazing fast. It has native AI integration. #ai-coding-tools #code-agents #dev #github #markdown

• Mon, Nov 4, 2024. Hertz-Dev is an open source realtime voice chat model. But it doesn't fit in Google Colab T4's RAM #github #tts #voice-cloning

• Mon, Oct 28, 2024. Pragmatic Podcast (I forgot which one) #ai-coding-tools #automation #code-agents #future #github #prompt-engineering
  • Automate changelogs for your codebases. Convert past commits into attractive release notes automatically
  • AI is going to be the consumer of many tools and logs. Build converters for these
  • Speed of validation such as linting, testing, etc. will allow LLMs to iterate faster and WILL become more important

• Mon, Oct 28, 2024. GH CLI is quite good for deployment too, like Wrangler CLI. Enabling pages, setting secrets, etc. #dev #github #prompt-engineering

• Sun, Oct 27, 2024. AI code editors are not good with large code bases today. Keep the refactoring exercises to below 1000 lines. Also evaluate the ease of setting it up locally #ai-coding-tools #code-agents #github #markdown

• Mon, Oct 7, 2024. GitHub co-pilot workspaces let you code using your mobile with AI and deploy it at one shot #ai-coding-tools #future #github

• Mon, Oct 7, 2024. PyPi lets you publish from GitHub Actions without a token. Also from Gitlab.com CI/CD and Google Cloud. #github

• Sun, Oct 6, 2024. Continue.dev is another AI coding editor. It supports OpenRouter. So now I have heard good things about: #ai-coding-tools #code-agents #dev #github #prompt-engineering
  • Github Copilot
  • Cursor
  • Cody
  • Continue.dev (supports OpenRouter)
  • Aider (supports OpenRouter)
  • Maybe:
    • Codeium
  • Not:
    • Amazon Q Developer

• Fri, Oct 4, 2024. Aider LLM Leaderboards show which LLMs code better. As of now, #ai-coding-tools #github #llm-ops
  • o1-preview > claude-3.5 sonnet on code editing
  • claude-3-opus > claude-3.5-sonnet on code refactoring
  • deepseek-coder-v
  • gpt-4o-mini sucks.

• Mon, Sep 30, 2024. Coders are more likely to edit LLM code. Non-coders don't have that bad habit. #ai-coding-tools #code-agents #dev #github #llm-ops #markdown
  • Vaishnavi and Ranjeet edited code
  • Indal and Koustav didn't

• Sat, Sep 28, 2024. API coding best practices Source via Simon Willison: #ai-coding-tools #best-practices #github #prompt-engineering
  • Always add screenshots to the Readme. They never break.
  • Always add every example. Human think in examples.
  • Avoid defaults and be explicit unless 99% of the usage is with the default.
  • Make the feedback loops incredibly fast.
  • Make deprecations easy for users to deal with.
  • Keep objects immutable.

• Sun, Sep 8, 2024. Alphaxiv is Arxiv.org but with author comments and chat #github

• Sun, Sep 8, 2024. Via Pratap Vardhan: #ai-coding-tools #code-agents #github
  • At Khan Academy, every developer working on Khanmigo has cursor. Everyone who's contributed to a Khan Academy GitHub repo has GitHub Copilot.
  • I stopped using Google + StackOverflow 2 years ago. I use ChatGPT, Copilot, etc. For humans, I ask Reddit.
  • Excited by async agents. Things that do my job while I sleep.
    • Zapier notifications.
    • Monitor what happens. Put it into a flow diagram and alert me.
    • Every month, did my broker trade? Did my bank transaction fail? Did I pay my electricity bill?
    • Every time you delegate, use an agent instead.
    • Read my RSS feeds.
    • Read my browser history and suggest interests.
  • Plan a session in Bain, BCG, etc. on Artifacts.
  • Explore sparse embeddings. More effective. ColiPali, ColBERT

• Tue, Aug 20, 2024. Lumentis creates docs from transcripts and text #document-conversion #future #github

• Mon, Aug 12, 2024. Code agent frameworks to explore: #ai-coding-tools #automation #code-agents #dev #future #github #markdown #prompt-engineering
  • Cognition
  • Factory
  • Codegen

• Wed, Aug 7, 2024. micro-agent generates test cases first when asked to build an app. Then it iterates until the test cases pass. #code-agents #future #github

• Mon, Jul 22, 2024. Awesome PaaS lists self-hosted deployment platforms. Piku - similar to Dokku -- is promising. #cloud #github #hosting

• Thu, Apr 25, 2024. JSR lets you publish Deno packages that can be imported by npm via. It also auto-evaluates documentation and scores it! via #github

• Wed, Apr 17, 2024. Tests and homework have a purpose. It helps people figure out whether they've learnt. So: #ai-coding-tools #best-practices #dev #future #github
  • Write tests that make people think! Like DuckDB workshop
  • Share a list of exercises that people can explore

• Thu, Apr 11, 2024. VS Code #ai-coding-tools #code-agents #github #markdown
  • Select any code and command Explain this to understand the code
  • %something in command bar searches ACROSS files for a term. Exactly like Ctrl+Shift+F
  • Copilot has an Inline Chat: Start in Terminal (that needed me to unbind Ctrl+I in bash to work)
  • Ctrl+2 opens a second window on the side. Ctrl+1 goes back to the first window
  • Terminal: Open Detected Link lets you scroll through detected (file) links in terminal
  • Terminal sticky scroll is transparent. (But Terminal stick scroll isn't working for me.)
  • Copilot uses last 10 commit messages, Jupyter notebook kernel state (variables) as additional context
  • 1.88: supports locked scrolling to sync scrolling of side-by-side windows

• Sat, Mar 30, 2024. twinny is an open source VC Code Copilot alternative. #ai-coding-tools #dev #future #github

• Fri, Mar 29, 2024. Rust is non-trivial. Inspired by We are under DDoS attack and we do nothing, I "wrote" a small binary that serves a parquet file as JSON. It failed and I couldn't fix it. #github #markdown

• Wed, Feb 28, 2024. SourceGraph is the default platform for private code completion & search #ai-coding-tools #code-agents #future #github #markdown

• Sun, Feb 18, 2024. Google is using LLM powered bug identification #github #llm-ops

• Sat, Feb 17, 2024. Discussion with Karthik A #ai-coding-tools #github #prompt-engineering
  • #TODO Ask IIT students to do internship tasks. Use advent of code is a qualifying criterion
  • Tata motors unionized DB admins for longevity. No one can take their jobs. Hires people who LIKE their jobs
  • Rust gives me typing. It's very efficient. Pola.rs is interesting but Pandas as good enough.
  • Explore alerts from CCTV feeds. Karthik sends email alerts with pictures for:
    • "Is the machine on or off"? for productivity
    • "Are people not wearing helmets?" for safety at Cummins
  • #TODO Integrate with WhatsApp. Use LLMs with function calling for responses
  • Use expiring links (to pictures or content). It increases engagement
  • Check Deno licensing. Is there a commercial clause? #ANS No - it's MIT license
  • Centre or excellence for zero emission tech at IIT. Karthik is part of it
  • Explore auth0. 7000 users are free
  • toml is part of the Python 3.11 standard library!
  • If copilot writes code we don't understand we are screwed. Hence expertise matters

• Fri, Feb 16, 2024. Observable 2.0 is an open source static site generator for data #future #github

• Sun, Jan 28, 2024. Big Code Models Leaderboard is a leaderboard for open source code models. #ai-coding-tools #github

• Mon, Jan 22, 2024. Dan sends Google documents with essays instead of emails. This allows people to comment on it. But commenting is a culture and not many people do it. Adriano does it a lot and we'll. Dan and Adriano actively converse on GitHub issues #github

• Sat, Jan 13, 2024. Marimo is a reactive alternative to Jupyter notebooks that saves files as pure Python. #github #markdown #python

• Sun, Jan 7, 2024. CodeGPT is an alternative to Github Copilot that can use any LLM. #ai-coding-tools #chatgpt #code-agents #future #github #llm-ops

• Sun, Jan 7, 2024. In-browser playgrounds has compiled WASM versions of Python, PHP, SQLite. #ai-coding-tools #github #html #web-dev

• Fri, Jan 5, 2024. 5 technologies of interest according to Gartner's latest hype cycle: #future #github
  • GitOps
  • Internal Developer Platform
  • Graph Data Science
  • Open Source Program Office
  • Value Stream Management Platforms

• Wed, Jan 3, 2024. Duet AI is Google's answer to Github Copilot. #ai-coding-tools #future #github

• Sat, Dec 16, 2023. Github Copilot's new features makes your entire workspace or a specific file its context. It also auto-writes your commit messages and PR descriptions. #github #markdown #prompt-engineering

• Wed, Dec 13, 2023. Practical AI podcast #ai-coding-tools #github
  • Advent of Gen AI is going on. Explore
  • add to tools in data science course. Model validation
  • write a book as an open source to github repository. Easier to evolve and easier to get feedback on..
  • Explore utterances as a GitHub commenting platform
  • automatically give credits to contributors who have center pull request that was accepted or an issue that was fixed. This encourages contribution
  • Visit book.premai.io

• Mon, Dec 11, 2023. ast-grep is a semgrep alternative that focuses on code refactoring rather than security. Comby is another such tool #ai-coding-tools #code-agents #github

• Sun, Dec 10, 2023. v0.dev creates web pages from code. Example. #dev #future #github #html #markdown #web-dev

• Thu, Dec 7, 2023. CodeAnt.ai is a VS Code plugin to detect code smells, refactor for modularity, to write docstrings and unit tests #ai-coding-tools #code-agents #github #markdown

• Mon, Nov 6, 2023. 06 Nov 2023: ChatGPT is slightly better that Github Copilot or CodeWhisperer #ai-coding-tools #chatgpt #code-agents #github

• Thu, Oct 26, 2023. 26 Oct 2023: Auxi pro is a VS Code + Github Copilot Chat for PowerPoint #ai-coding-tools #github

• Mon, Oct 23, 2023. 23 Oct 2023: Bits & Bytes, QLORA, llama.cpp, BigDL, are ways of quantizing models that you can run directly in Google Colab. Try them. Also try OpenVino. #ai-coding-tools #github #gpu #markdown