# \#ai

**URL:** https://discourse.julialang.org/tag/ai/1277.md

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## [Agent protocols beyond MCP in Julia?](https://discourse.julialang.org/t/agent-protocols-beyond-mcp-in-julia/139563)

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**Author:** [@scelles](https://discourse.julialang.org/u/scelles)\
**Replies:** 6\
**Last updated:** [September 22, 2026, 2:04pm UTC](https://discourse.julialang.org/t/agent-protocols-beyond-mcp-in-julia/139563 "2026-09-22T14:04:51Z")

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Hello, I’ve been looking at some of the emerging agent protocols beyond MCP: AG-UI, A2UI, Agent Client Protocol (ACP), Agent Control Protocol (also ACP), and Agent2Agent (A2A). I haven’t seen much discussion about them…

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## [\[ANN\] Kaimon.jl — opening the gate between AI agents and Julia](https://discourse.julialang.org/t/ann-kaimon-jl-opening-the-gate-between-ai-agents-and-julia/135880)

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**Author:** [@kahliburke](https://discourse.julialang.org/u/kahliburke)\
**Replies:** 126\
**Last updated:** [September 10, 2026, 10:05pm UTC](https://discourse.julialang.org/t/ann-kaimon-jl-opening-the-gate-between-ai-agents-and-julia/135880 "2026-09-10T22:05:22Z")

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The AI coding landscape is moving fast. Agents that can genuinely reason, write, and iterate on code are here, and they’re getting dramatically better every few months. The question for us as Julia users is: how do we …

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## [Idiomatic Julia code in AI generated code](https://discourse.julialang.org/t/idiomatic-julia-code-in-ai-generated-code/139183)

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**Author:** [@yakir12](https://discourse.julialang.org/u/yakir12)\
**Replies:** 20\
**Last updated:** [September 10, 2026, 6:36pm UTC](https://discourse.julialang.org/t/idiomatic-julia-code-in-ai-generated-code/139183 "2026-09-10T18:36:22Z")

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I find AI coding tools such as Claude Code incredibly useful, especially when combined with tools like Kaimon.jl. However, I also find that the code they generate is often surprisingly non-idiomatic Julia. Beyond aesthe…

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## [Are there any good human experiences in reviewing AI-generated code?](https://discourse.julialang.org/t/are-there-any-good-human-experiences-in-reviewing-ai-generated-code/139207)

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**Author:** [@WuSiren](https://discourse.julialang.org/u/WuSiren)\
**Replies:** 4\
**Last updated:** [September 4, 2026, 5:50pm UTC](https://discourse.julialang.org/t/are-there-any-good-human-experiences-in-reviewing-ai-generated-code/139207 "2026-09-04T17:50:48Z")

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How is the current level of acceptance of AI-generated code within the Julia community, as well as the entire programming community and academic community? Also, for the code generated by AI, is there any good experience…

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## [Are there any official SKILLs related to Julia development from the Julia community?](https://discourse.julialang.org/t/are-there-any-official-skills-related-to-julia-development-from-the-julia-community/138760)

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**Author:** [@WuSiren](https://discourse.julialang.org/u/WuSiren)\
**Replies:** 2\
**Last updated:** [August 19, 2026, 10:20pm UTC](https://discourse.julialang.org/t/are-there-any-official-skills-related-to-julia-development-from-the-julia-community/138760 "2026-08-19T22:20:23Z")

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Are there any official SKILLs related to Julia development from the Julia community?

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## [Anthropic gave me 6 months of Claude Max for my contributions to the Julia ecosystem :)](https://discourse.julialang.org/t/anthropic-gave-me-6-months-of-claude-max-for-my-contributions-to-the-julia-ecosystem/138591)

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**Author:** [@Ronis\_BR](https://discourse.julialang.org/u/Ronis_BR)\
**Replies:** 73\
**Last updated:** [August 12, 2026, 10:16am UTC](https://discourse.julialang.org/t/anthropic-gave-me-6-months-of-claude-max-for-my-contributions-to-the-julia-ecosystem/138591 "2026-08-12T10:16:54Z")

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Hi! Anthropic just gave me 6 months of Claude Max plan for my contributions to the Julia ecosystem (PrettyTables.jl + SatelliteToolbox.jl). I am so glad for three reasons: It is a statement that the Julia language…

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## [\[ANN\] julia-mcp — persistent Julia sessions for AI assistants](https://discourse.julialang.org/t/ann-julia-mcp-persistent-julia-sessions-for-ai-assistants/135386)

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**Author:** [@aplavin](https://discourse.julialang.org/u/aplavin)\
**Replies:** 46\
**Last updated:** [July 13, 2026, 3:20pm UTC](https://discourse.julialang.org/t/ann-julia-mcp-persistent-julia-sessions-for-ai-assistants/135386 "2026-07-13T15:20:43Z")

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If you use AI coding assistants (Claude Code, Claude Desktop, VS Code Copilot), you’ve probably noticed they pay Julia’s startup and compilation costs on every single code execution and test run. That adds up fast during…

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## [A new LLM benchmark for Julia programming](https://discourse.julialang.org/t/a-new-llm-benchmark-for-julia-programming/129193)

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**Author:** [@arjunguha](https://discourse.julialang.org/u/arjunguha)\
**Replies:** 3\
**Last updated:** [June 12, 2026, 12:48pm UTC](https://discourse.julialang.org/t/a-new-llm-benchmark-for-julia-programming/129193 "2026-06-12T12:48:44Z")

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I know some people in this community are interested in seeing LLMs get better at Julia. But, you can’t make any progress in machine learning without a good benchmark. We have started work on a new LLM benchmark that sup…

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## [\[ANN\] julia-client — persistent Julia sessions as CLI](https://discourse.julialang.org/t/ann-julia-client-persistent-julia-sessions-as-cli/137330)

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**Author:** [@Beforerr](https://discourse.julialang.org/u/Beforerr)\
**Replies:** 8\
**Last updated:** [June 5, 2026, 12:22pm UTC](https://discourse.julialang.org/t/ann-julia-client-persistent-julia-sessions-as-cli/137330 "2026-06-05T12:22:56Z")

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Julia’s startup + compilation tax is brutal when an AI assistant (or a shell loop, or CI) spawns a fresh julia on every call. Inspired by julia-mcp, julia-client solves the same problem, but as an ordinary command-line t…

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## [Improving LLM-generated Julia code, especially for Makie visualizations](https://discourse.julialang.org/t/improving-llm-generated-julia-code-especially-for-makie-visualizations/137238)

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**Author:** [@garazha-ilya](https://discourse.julialang.org/u/garazha-ilya)\
**Replies:** 7\
**Last updated:** [May 23, 2026, 10:02am UTC](https://discourse.julialang.org/t/improving-llm-generated-julia-code-especially-for-makie-visualizations/137238 "2026-05-23T10:02:52Z")

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Hi everyone, I’d like to ask for advice on how to improve the quality of Julia code generated by LLMs, and to spark a discussion about what the community could do to make LLMs more useful for Julia tasks. What I’ve tri…

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## [Experimenting with a Docker-based MCP server for Julia](https://discourse.julialang.org/t/experimenting-with-a-docker-based-mcp-server-for-julia/136166)

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**Author:** [@mthelm85](https://discourse.julialang.org/u/mthelm85)\
**Replies:** 2\
**Last updated:** [May 5, 2026, 2:37pm UTC](https://discourse.julialang.org/t/experimenting-with-a-docker-based-mcp-server-for-julia/136166 "2026-05-05T14:37:54Z")

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This is still very much an experiment, but it’s been working well for my workflows where I want the AI to have access to a full Julia environment without giving it access to my local network or filesystem, so I thought I…

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## [Short Documentary Video: An Experimental Emotional AI Model Running as an HTTP API (in Julia)](https://discourse.julialang.org/t/short-documentary-video-an-experimental-emotional-ai-model-running-as-an-http-api-in-julia/136934)

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**Author:** [@mouad-tarif](https://discourse.julialang.org/u/mouad-tarif)\
**Replies:** 0\
**Last updated:** [April 30, 2026, 4:57pm UTC](https://discourse.julialang.org/t/short-documentary-video-an-experimental-emotional-ai-model-running-as-an-http-api-in-julia/136934 "2026-04-30T16:57:34Z")

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I published a video showing an experimental model that interacts with basic emotions and is accessible via an API. What appears in the video: An HTTP server (using HTTP.jl) handling requests. The model responding to e…

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## [Claude Code Language Server Plugin](https://discourse.julialang.org/t/claude-code-language-server-plugin/136128)

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**Author:** [@Alec\_Loudenback](https://discourse.julialang.org/u/Alec_Loudenback)\
**Replies:** 1\
**Last updated:** [April 9, 2026, 5:32pm UTC](https://discourse.julialang.org/t/claude-code-language-server-plugin/136128 "2026-04-09T17:32:26Z")

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I created a Julia LSP Claude plugin if anyone wants to try it out. I submitted it to Anthropic to be included in their curated set of plugins. GitHub - alecloudenback/ClaudeCodeJuliaLSP: Julia language server plugin for …

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## [Policies around registering AI-created packages in General?](https://discourse.julialang.org/t/policies-around-registering-ai-created-packages-in-general/136228)

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**Author:** [@Mikhail\_Kagalenko](https://discourse.julialang.org/u/Mikhail_Kagalenko)\
**Replies:** 184\
**Last updated:** [March 19, 2026, 8:24pm UTC](https://discourse.julialang.org/t/policies-around-registering-ai-created-packages-in-general/136228 "2026-03-19T20:24:05Z")

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I think that Julia discourse should host some discussion about the use of LLM and coding agents in the registered packages.

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## [Scientific Computing Careers in the Age of AI](https://discourse.julialang.org/t/scientific-computing-careers-in-the-age-of-ai/135881)

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**Author:** [@Leibniz](https://discourse.julialang.org/u/Leibniz)\
**Replies:** 4\
**Last updated:** [March 3, 2026, 8:02pm UTC](https://discourse.julialang.org/t/scientific-computing-careers-in-the-age-of-ai/135881 "2026-03-03T20:02:24Z")

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(I am not sure whether questions like these are allowed here) Hi everyone. What is our opinion on the future of scientific computing careers? Given that AI has become so good at writing code, finding bugs, and optimizi…

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## [Programming in age of AI](https://discourse.julialang.org/t/programming-in-age-of-ai/135410)

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**Author:** [@raman\_kumar](https://discourse.julialang.org/u/raman_kumar)\
**Replies:** 15\
**Last updated:** [February 6, 2026, 4:27pm UTC](https://discourse.julialang.org/t/programming-in-age-of-ai/135410 "2026-02-06T16:27:44Z")

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I often hear from people that AI will make coding skills useless and AI will make programmers jobless. I personally like programming but fears about future. :cold\_face: Should we learn programming in the age of AI when…

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## [An LLM fine-tuned for Julia, call for comments + help](https://discourse.julialang.org/t/an-llm-fine-tuned-for-julia-call-for-comments-help/113462)

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**Author:** [@cpfiffer](https://discourse.julialang.org/u/cpfiffer)\
**Replies:** 32\
**Last updated:** [February 2, 2026, 4:31pm UTC](https://discourse.julialang.org/t/an-llm-fine-tuned-for-julia-call-for-comments-help/113462 "2026-02-02T16:31:45Z")

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Overview There’s been some discussion in the Julia slack about fine-tuning a model for Julia specifically, in part because the language does not have as large an existing code base as other, much older languages. There’s…

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## [\[ANN\] RepoPacker.jl – Make your Julia code AI-ready in a snap!](https://discourse.julialang.org/t/ann-repopacker-jl-make-your-julia-code-ai-ready-in-a-snap/132970)

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**Author:** [@hamza\_souidi](https://discourse.julialang.org/u/hamza_souidi)\
**Replies:** 2\
**Last updated:** [October 9, 2025, 4:54am UTC](https://discourse.julialang.org/t/ann-repopacker-jl-make-your-julia-code-ai-ready-in-a-snap/132970 "2025-10-09T04:54:44Z")

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Hey ! :waving\_hand: I’m thrilled to introduce RepoPacker.jl, a package that helps you prepare your Julia projects for AI analysis with minimal effort. Think of it as your personal codebase packer for the AI era! :rocket: …

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## [\[ANN\] Structured Prompt Engineering Made Simple with PomlSDK.jl](https://discourse.julialang.org/t/ann-structured-prompt-engineering-made-simple-with-pomlsdk-jl/132461)

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**Author:** [@hamza\_souidi](https://discourse.julialang.org/u/hamza_souidi)\
**Replies:** 0\
**Last updated:** [September 17, 2025, 10:51am UTC](https://discourse.julialang.org/t/ann-structured-prompt-engineering-made-simple-with-pomlsdk-jl/132461 "2025-09-17T10:51:31Z")

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Today I’m excited to introduce PomlSDK.jl, a new Julia package that brings structured prompt engineering to the Julia ecosystem through Microsoft’s Prompt Orchestration Markup Language (POML) standard. What is PomlSDK.j…

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## [Looking for custom instructions / settings for coding agents](https://discourse.julialang.org/t/looking-for-custom-instructions-settings-for-coding-agents/131471)

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**Author:** [@njacki](https://discourse.julialang.org/u/njacki)\
**Replies:** 0\
**Last updated:** [August 8, 2025, 10:00am UTC](https://discourse.julialang.org/t/looking-for-custom-instructions-settings-for-coding-agents/131471 "2025-08-08T10:00:06Z")

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Hi everyone, I recently did give a try to a coding agent, seeing the fuzz about it everywhere finally convinced me to click on it. I briefly tested it for scientific code translation from Fortran but already face some i…

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## [AI-Generated Documentation(Deepwiki) + Julia](https://discourse.julialang.org/t/ai-generated-documentation-deepwiki-julia/128447)

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**Author:** [@ImreSamu](https://discourse.julialang.org/u/ImreSamu)\
**Replies:** 4\
**Last updated:** [May 3, 2025, 2:17pm UTC](https://discourse.julialang.org/t/ai-generated-documentation-deepwiki-julia/128447 "2025-05-03T14:17:16Z")

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AI-Generated Documentation : ( Deepwiki - powered by Devin, an AI coding assistant ) https://deepwiki.com/JuliaLang/julia https://deepwiki.com/JuliaLang/LinearAlgebra.jl https://deepwiki.com/JuliaLang/PackageCompiler.…

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## [Are Julia programmers still needed?](https://discourse.julialang.org/t/are-julia-programmers-still-needed/128499)

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**Author:** [@PetrKryslUCSD](https://discourse.julialang.org/u/PetrKryslUCSD)\
**Replies:** 3\
**Last updated:** [April 29, 2025, 8:17am UTC](https://discourse.julialang.org/t/are-julia-programmers-still-needed/128499 "2025-04-29T08:17:54Z")

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Uf. Looks like we could hold on to our jobs for a while longer… An Entire Company Was Staffed With AI Agents and You’ll Never Guess What Happened

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## [\[ANN\]: AskAI - Your Direct AI Support in REPL :)](https://discourse.julialang.org/t/ann-askai-your-direct-ai-support-in-repl/128042)

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**Author:** [@Noah.Ark](https://discourse.julialang.org/u/Noah.Ark)\
**Replies:** 16\
**Last updated:** [April 20, 2025, 3:54am UTC](https://discourse.julialang.org/t/ann-askai-your-direct-ai-support-in-repl/128042 "2025-04-20T03:54:58Z")

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AskAI in REPL Hi everyone! I am happy to finally share my first julia package, AskAI! As the name suggests, it is a straightforward tool for AI queries in REPL. Currently, it utilizes Google’s Gemini model due to its f…

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## [AI: STT, TTS and PromptingTools](https://discourse.julialang.org/t/ai-stt-tts-and-promptingtools/127383)

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**Author:** [@andreeco](https://discourse.julialang.org/u/andreeco)\
**Replies:** 7\
**Last updated:** [April 8, 2025, 8:32pm UTC](https://discourse.julialang.org/t/ai-stt-tts-and-promptingtools/127383 "2025-04-08T20:32:18Z")

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Hello, I’m passionate about learning languages and experiment every now and then with PromptingTools to create language resources. It’s an impressive package, though it currently lacks audio support. For Python, I’ve c…

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## [What's your AI programming tool stack?](https://discourse.julialang.org/t/whats-your-ai-programming-tool-stack/113455)

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**Author:** [@cpfiffer](https://discourse.julialang.org/u/cpfiffer)\
**Replies:** 13\
**Last updated:** [March 26, 2025, 12:38am UTC](https://discourse.julialang.org/t/whats-your-ai-programming-tool-stack/113455 "2025-03-26T00:38:43Z")

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Hey y’all! @tbeason suggested that I put up a little thread asking people about what misc AI tooling they actually use. I mostly just want to understand how people are using these tools in the ecosystem. First – a note …

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## [Julia Consulting by Julius Technologies](https://discourse.julialang.org/t/julia-consulting-by-julius-technologies/105121)

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**Author:** [@James\_Lee](https://discourse.julialang.org/u/James_Lee)\
**Replies:** 1\
**Last updated:** [February 28, 2025, 6:23pm UTC](https://discourse.julialang.org/t/julia-consulting-by-julius-technologies/105121 "2025-02-28T18:23:41Z")

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I am thrilled to introduce Julius Technologies Consulting, the consulting arm for Julius Technologies. As you may already know, Julius Technologies offers a low-code graph computing solution that makes it simple for dev…

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## [Looking for programmatic solutions](https://discourse.julialang.org/t/looking-for-programmatic-solutions/124525)

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**Author:** [@rocco\_sprmnt21](https://discourse.julialang.org/u/rocco_sprmnt21)\
**Replies:** 7\
**Last updated:** [January 10, 2025, 9:01am UTC](https://discourse.julialang.org/t/looking-for-programmatic-solutions/124525 "2025-01-10T09:01:02Z")

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I tried to solve, and in the end I succeeded (I had inserted a solution with extra white spaces so the answer was rejected even if substantially correct and this made me damn in the search for the error that was not in t…

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## [Fine-tuning an LLM for Julia, updates](https://discourse.julialang.org/t/fine-tuning-an-llm-for-julia-updates/114564)

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**Author:** [@cpfiffer](https://discourse.julialang.org/u/cpfiffer)\
**Replies:** 1\
**Last updated:** [December 31, 2024, 2:54pm UTC](https://discourse.julialang.org/t/fine-tuning-an-llm-for-julia-updates/114564 "2024-12-31T14:54:53Z")

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Howdy. This is a follow-up to this post on a few generative AI tasks for the Julia community, namely, producing a dataset of good Julia code and fine-tuning a model for Julia specifically. There’s a few bits and pieces…

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## [How to start using LLMs to help write Julia code?](https://discourse.julialang.org/t/how-to-start-using-llms-to-help-write-julia-code/120912)

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**Author:** [@Nathan\_Boyer](https://discourse.julialang.org/u/Nathan_Boyer)\
**Replies:** 6\
**Last updated:** [October 5, 2024, 11:11am UTC](https://discourse.julialang.org/t/how-to-start-using-llms-to-help-write-julia-code/120912 "2024-10-05T11:11:58Z")

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Continuing the discussion from Is Julia 2.0 needed?: I’m curious how people are integrating AI tools to help them code. Seems this is growing in popularity, but I’ve not really looked into how to do it myself yet. Are …

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## [Will AI make programming languages obsolete?](https://discourse.julialang.org/t/will-ai-make-programming-languages-obsolete/118276)

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**Author:** [@yvikhlya](https://discourse.julialang.org/u/yvikhlya)\
**Replies:** 4\
**Last updated:** [August 19, 2024, 6:53pm UTC](https://discourse.julialang.org/t/will-ai-make-programming-languages-obsolete/118276 "2024-08-19T18:53:11Z")

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The topic is a bit provocative, but I am interested to hear opinion of people who understand how programing languages and compilers work. According to some resources dedicated to AI discussion, many software developers a…

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