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Hacker NewsLLM Codegen go Brrr – Parallelization with Git Worktrees and Tmux<a href="https://www.skeptrune.com/posts/git-worktrees-agents-and-tmux/" rel="nofollow noopener" translate="no" target="_blank">https://www.skeptrune.com/posts/git-worktrees-agents-and-tmux/</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://mastodon.social/tags/Codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#Codegen</a> <a href="https://mastodon.social/tags/Tmux" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tmux</a> <a href="https://mastodon.social/tags/Git" class="mention hashtag" rel="nofollow noopener" target="_blank">#Git</a> <a href="https://mastodon.social/tags/Worktrees" class="mention hashtag" rel="nofollow noopener" target="_blank">#Worktrees</a> <a href="https://mastodon.social/tags/Parallelization" class="mention hashtag" rel="nofollow noopener" target="_blank">#Parallelization</a>

Global Threads🤖 AI 🔴 OpenAI Eyes $3B Windsurf Deal After Cursor Talks Fail 🔸 Cursor maker Anysphere rejected OpenAI's earlier buyout offers. 🔸 Cursor’s ARR: $200M vs. Windsurf’s $40M. 🔸 OpenAI now in talks to acquire Windsurf for $3B. 🔸 Move signals urgency to dominate AI code generation space.<a href="https://mastodon.social/tags/OpenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenAI</a> <a href="https://mastodon.social/tags/Windsurf" class="mention hashtag" rel="nofollow noopener" target="_blank">#Windsurf</a> <a href="https://mastodon.social/tags/Cursor" class="mention hashtag" rel="nofollow noopener" target="_blank">#Cursor</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.social/tags/Codex" class="mention hashtag" rel="nofollow noopener" target="_blank">#Codex</a> <a href="https://mastodon.social/tags/CodeGen" class="mention hashtag" rel="nofollow noopener" target="_blank">#CodeGen</a>

Markus EiseleAnthropic's Claude 3.7 Sonnet is the new king 👑 of code generation (but only with help), and DeepSeek R1 disappoints <a href="https://symflower.com/en/company/blog/2025/dev-quality-eval-v1.0-anthropic-s-claude-3.7-sonnet-is-the-king-with-help-and-deepseek-r1-disappoints/" rel="nofollow noopener" translate="no" target="_blank">https://symflower.com/en/company/blog/2025/dev-quality-eval-v1.0-anthropic-s-claude-3.7-sonnet-is-the-king-with-help-and-deepseek-r1-disappoints/</a> <a href="https://mastodon.online/tags/Java" class="mention hashtag" rel="nofollow noopener" target="_blank">#Java</a> <a href="https://mastodon.online/tags/CodeGen" class="mention hashtag" rel="nofollow noopener" target="_blank">#CodeGen</a> <a href="https://mastodon.online/tags/genai" class="mention hashtag" rel="nofollow noopener" target="_blank">#genai</a> <a href="https://mastodon.online/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a>

David GrajalSomebody reviewed Deepcoder 14B vs Qwen2.5-coder-32B. Qwen2.5-coder 32B seems to be still ahead, over 6 months after release. I have high expectations for Qwen3-coder, we will see. <a href="https://www.reddit.com/r/LocalLLaMA/comments/1jwhp26/deepcoder_14b_vs_qwen25_coder_32b_vs_qwq_32b/" rel="nofollow noopener" translate="no" target="_blank">https://www.reddit.com/r/LocalLLaMA/comments/1jwhp26/deepcoder_14b_vs_qwen25_coder_32b_vs_qwq_32b/</a><a href="https://mastodon.social/tags/qwen" class="mention hashtag" rel="nofollow noopener" target="_blank">#qwen</a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://mastodon.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a>

jasaltSwitched UI to <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://fosstodon.org/tags/Textual" class="mention hashtag" rel="nofollow noopener" target="_blank">#Textual</a> and reached <a href="https://fosstodon.org/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://fosstodon.org/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a> limits. Did some fixes to layout by hand to make it work on 80x24 and left notes for achieving more advanced UI features possibly later <a href="https://codeberg.org/jasalt/espeak-variator" rel="nofollow noopener" translate="no" target="_blank">https://codeberg.org/jasalt/espeak-variator</a>

Christian TietzeComparing Use of AI vs Learning to Code Has Nothing to Do With Knowledge <a href="https://christiantietze.de/posts/2025/02/using-ai-vs-learning-to-code-is-diminishing-knowledge-by-degrees/" rel="nofollow noopener" translate="no" target="_blank">https://christiantietze.de/posts/2025/02/using-ai-vs-learning-to-code-is-diminishing-knowledge-by-degrees/</a>In its extreme form, LLM usage has nothing to do with gaining knowledge at all.So speed-vs-knowledge comparisons are actually wrong.<a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://mastodon.social/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a> <a href="https://mastodon.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a>

Rui CarmoAh, the fun of doing spec-driven development with infinite interns:<a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://mastodon.social/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a> <a href="https://mastodon.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://mastodon.social/tags/javascript" class="mention hashtag" rel="nofollow noopener" target="_blank">#javascript</a> <a href="https://mastodon.social/tags/homepage" class="mention hashtag" rel="nofollow noopener" target="_blank">#homepage</a> <a href="https://github.com/rcarmo/onepage-by-spec" rel="nofollow noopener" translate="no" target="_blank">https://github.com/rcarmo/onepage-by-spec</a>

Markus EiseleMy LLM codegen workflow atm <a href="https://harper.blog/2025/02/16/my-llm-codegen-workflow-atm/" rel="nofollow noopener" translate="no" target="_blank">https://harper.blog/2025/02/16/my-llm-codegen-workflow-atm/</a> <a href="https://mastodon.online/tags/software" class="mention hashtag" rel="nofollow noopener" target="_blank">#software</a> <a href="https://mastodon.online/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a> <a href="https://mastodon.online/tags/aiml" class="mention hashtag" rel="nofollow noopener" target="_blank">#aiml</a> <a href="https://mastodon.online/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a> <a href="https://mastodon.online/tags/developers" class="mention hashtag" rel="nofollow noopener" target="_blank">#developers</a>

$(cat /dev/urandom)Generating <a href="https://fosstodon.org/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> code: <a href="https://fosstodon.org/tags/jinja" class="mention hashtag" rel="nofollow noopener" target="_blank">#jinja</a> or libcst?<a href="https://fosstodon.org/tags/codeGen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codeGen</a> <a href="https://fosstodon.org/tags/codeGenerator" class="mention hashtag" rel="nofollow noopener" target="_blank">#codeGenerator</a> <a href="https://fosstodon.org/tags/jinja2" class="mention hashtag" rel="nofollow noopener" target="_blank">#jinja2</a>

obrhoffIs anyone using Apple’s OpenAPI code generation in an iOS app? I did some testing and compared it with other OpenAPI code generators for Swift, and honestly, it doesn’t feel quite right for an iOS app.It’s very (very) powerful and solves issues like server-side generation and while the generated code is correct, it’s not very pleasant to work with. For example, compare <a href="https://mastodon.social/@a_grebenyuk" class="u-url mention" rel="nofollow noopener" target="_blank">@a_grebenyuk</a>’s CreateAPI with Apple’s generated code, and you’ll see the difference.<a href="https://chaos.social/tags/apple" class="mention hashtag" rel="nofollow noopener" target="_blank">#apple</a> <a href="https://chaos.social/tags/swift" class="mention hashtag" rel="nofollow noopener" target="_blank">#swift</a> <a href="https://chaos.social/tags/iosdev" class="mention hashtag" rel="nofollow noopener" target="_blank">#iosdev</a> <a href="https://chaos.social/tags/openapi" class="mention hashtag" rel="nofollow noopener" target="_blank">#openapi</a> <a href="https://chaos.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a>

Karsten SchmidtJust released a new version of the polyglot data structure & bindings generator for hybrid <a href="https://mastodon.thi.ng/tags/WebAssembly" class="mention hashtag" rel="nofollow noopener" target="_blank">#WebAssembly</a>, <a href="https://mastodon.thi.ng/tags/Zig" class="mention hashtag" rel="nofollow noopener" target="_blank">#Zig</a> & <a href="https://mastodon.thi.ng/tags/TypeScript" class="mention hashtag" rel="nofollow noopener" target="_blank">#TypeScript</a> apps/interop. Now also supporting externally defined types for which only stubs for alignment & sizing are required, but which otherwise are opaque and can be used as any other type defs in this toolchain (e.g. embedded in structs/unions or as pointers, slices, arrays etc.)<a href="https://thi.ng/wasm-api-bindgen" rel="nofollow noopener" translate="no" target="_blank">https://thi.ng/wasm-api-bindgen</a><a href="https://mastodon.thi.ng/tags/ReleaseWednesday" class="mention hashtag" rel="nofollow noopener" target="_blank">#ReleaseWednesday</a> <a href="https://mastodon.thi.ng/tags/WASM" class="mention hashtag" rel="nofollow noopener" target="_blank">#WASM</a> <a href="https://mastodon.thi.ng/tags/Ziglang" class="mention hashtag" rel="nofollow noopener" target="_blank">#Ziglang</a> <a href="https://mastodon.thi.ng/tags/CodeGen" class="mention hashtag" rel="nofollow noopener" target="_blank">#CodeGen</a> <a href="https://mastodon.thi.ng/tags/Bindings" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bindings</a>

Nicolas Fränkel 🇺🇦🇬🇪<a href="https://mastodon.top/tags/GPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#GPT</a> Pilot – what we learned in 6 months of working on a <a href="https://mastodon.top/tags/CodeGen" class="mention hashtag" rel="nofollow noopener" target="_blank">#CodeGen</a> pair programmer<a href="https://blog.pythagora.ai/2024/02/19/gpt-pilot-what-did-we-learn-in-6-months-of-working-on-a-codegen-pair-programmer/" rel="nofollow noopener" translate="no" target="_blank">https://blog.pythagora.ai/2024/02/19/gpt-pilot-what-did-we-learn-in-6-months-of-working-on-a-codegen-pair-programmer/</a>

Changelog📢 This week on The ChangelogSourcegraph co-founder & CEO Quinn Slack on leading in the era of AI code intelligence 🔝This is a good one. Enjoy! <a href="https://changelog.fm/580" rel="nofollow noopener" translate="no" target="_blank">https://changelog.fm/580</a><a href="https://changelog.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://changelog.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://changelog.social/tags/cody" class="mention hashtag" rel="nofollow noopener" target="_blank">#cody</a> <a href="https://changelog.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a> <a href="https://changelog.social/tags/podcast" class="mention hashtag" rel="nofollow noopener" target="_blank">#podcast</a>

ChangelogChatGPT (et al) aren't great at Elixir, so we asked <a href="https://genserver.social/users/josevalim" class="u-url mention" rel="nofollow noopener" target="_blank">@josevalim</a> about the possibility of building a custom "all knowing Elixir chat bot" for the community. His response 👇<a href="https://youtu.be/sl7Dz1YSdU4" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/sl7Dz1YSdU4</a><a href="https://changelog.social/tags/elixirlang" class="mention hashtag" rel="nofollow noopener" target="_blank">#elixirlang</a> <a href="https://changelog.social/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a> <a href="https://changelog.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a> <a href="https://changelog.social/tags/chatgpt" class="mention hashtag" rel="nofollow noopener" target="_blank">#chatgpt</a> <a href="https://changelog.social/tags/video" class="mention hashtag" rel="nofollow noopener" target="_blank">#video</a>

𝐭𝐡𝐠𝐬Does anyone know of a tool that writes PHP classes out of diagrams? <a href="https://phpc.social/tags/php" class="mention hashtag" rel="nofollow noopener" target="_blank">#php</a> <a href="https://phpc.social/tags/diagrams" class="mention hashtag" rel="nofollow noopener" target="_blank">#diagrams</a> <a href="https://phpc.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a> <a href="https://phpc.social/tags/uml" class="mention hashtag" rel="nofollow noopener" target="_blank">#uml</a>

gregsdennisI'm deprecating JsonSchema.Net.CodeGeneration. An attempt was made ⭐, but there's something better.<a href="https://blog.json-everything.net/posts/dropping-codegen/" rel="nofollow noopener" translate="no" target="_blank">https://blog.json-everything.net/posts/dropping-codegen/</a><a href="https://dotnet.social/tags/jsonschema" class="mention hashtag" rel="nofollow noopener" target="_blank">#jsonschema</a> <a href="https://dotnet.social/tags/dotnet" class="mention hashtag" rel="nofollow noopener" target="_blank">#dotnet</a> <a href="https://dotnet.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a>

Practical AI 🤖🦾 New episode of Practical AI!Small changes in prompts can create large changes in the output behavior of generative AI models.Add to that the confusion around proper evaluation of LLM applications, and you have a recipe for confusion and frustration.Raza from Humanloop helps us understand how non-technical prompt engineers can productively collaborate with technical software engineers while building AI-driven apps.🎧 <a href="https://practicalai.fm/253" rel="nofollow noopener" translate="no" target="_blank">https://practicalai.fm/253</a><a href="https://changelog.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://changelog.social/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a> <a href="https://changelog.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a> <a href="https://changelog.social/tags/podcast" class="mention hashtag" rel="nofollow noopener" target="_blank">#podcast</a>

Matthew AdamsI've been thinking about floating point representations in <a href="https://dotnet.social/tags/JSON" class="mention hashtag" rel="nofollow noopener" target="_blank">#JSON</a> and <a href="https://dotnet.social/tags/JsonSchema" class="mention hashtag" rel="nofollow noopener" target="_blank">#JsonSchema</a> (optional) format validation in the context of <a href="https://dotnet.social/tags/codegen" class="mention hashtag" rel="nofollow noopener" target="_blank">#codegen</a>One thing you don't get from <a href="https://dotnet.social/tags/dotnet" class="mention hashtag" rel="nofollow noopener" target="_blank">#dotnet</a> TryParse() methods is any information about whether the parsed value was *exactly* represented by the target type, or if there was a loss of precision during conversion.The implementation behind the Parse methods knows the answer, it just doesn't tell you.In most cases you don't care, but sometimes it might be critical.

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