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llm dev community skip to content navigation menu search powered by algolia search log in create account dev community close llm follow hide create post older llm posts 1 2 3 4 5 6 7 8 9 75 786 posts left menu sign in for the ability to sort posts by relevant latest or top right menu agentic tool use eval on a local 35b q8 trap tool avoidance is solid but i can t tell if my failures are the model or my harness quantamind quantamind quantamind follow jul 13 agentic tool use eval on a local 35b q8 trap tool avoidance is solid but i can t tell if my failures are the model or my harness ai opensource rust llm comments 1 comment 3 min read how much does claude code actually cost per session i did the math dylan brown dylan brown dylan brown follow jul 13 how much does claude code actually cost per session i did the math ai llm productivity programming comments add comment 4 min read the ai skill registry at 5 776 a deep dive into reusable modules for code review terraform and database migrations robert pelloni robert pelloni robert pelloni follow jul 13 the ai skill registry at 5 776 a deep dive into reusable modules for code review terraform and database migrations ai llm opensource mcp comments add comment 6 min read real time ai observability dashboards that show actual database rows robert pelloni robert pelloni robert pelloni follow jul 13 real time ai observability dashboards that show actual database rows ai llm opensource mcp comments add comment 5 min read beyond synchronous hell why your multi agent system needs an event driven backbone robert pelloni robert pelloni robert pelloni follow jul 13 beyond synchronous hell why your multi agent system needs an event driven backbone ai llm opensource mcp comments add comment 5 min read mcp protocol deep dive how tool discovery actually works under the hood robert pelloni robert pelloni robert pelloni follow jul 13 mcp protocol deep dive how tool discovery actually works under the hood ai llm opensource mcp comments add comment 5 min read building an autonomous agent on an m1 mac by choice tatsuya shimomoto tatsuya shimomoto tatsuya shimomoto follow jul 13 building an autonomous agent on an m1 mac by choice discuss ollama llm agents comments 1 comment 6 min read your rag eval is checking the receipt not the patient reid marlow reid marlow reid marlow follow jul 13 your rag eval is checking the receipt not the patient ai rag llm programming comments add comment 3 min read your hugging face download isn t stuck you re being rate limited jasur yuldoshev jasur yuldoshev jasur yuldoshev follow jul 13 your hugging face download isn t stuck you re being rate limited huggingface llm machinelearning debugging comments add comment 5 min read five ways your llm cost tracking is lying to you yuto makihara yuto makihara yuto makihara follow jul 13 five ways your llm cost tracking is lying to you llm ai openai webdev comments 2 comments 6 min read llamafile vs vllm two ways to serve a local model and when each makes sense aamer mihaysi aamer mihaysi aamer mihaysi follow jul 13 llamafile vs vllm two ways to serve a local model and when each makes sense ai llm security comments 1 comment 3 min read how to build a good human in the loop for ai coding agents brenn hill brenn hill brenn hill follow jul 13 how to build a good human in the loop for ai coding agents ai machinelearning llm programming 1 reaction comments add comment 7 min read how logically inconsistent prompts can turn reasoning models into a dos problem tech signal daily tech signal daily tech signal daily follow jul 13 how logically inconsistent prompts can turn reasoning models into a dos problem ai llm performance security comments add comment 4 min read why i route each phase of my coding agent to a different model rohit gampa rohit gampa rohit gampa follow jul 13 why i route each phase of my coding agent to a different model ai claude llm architecture comments 1 comment 5 min read i traced 4 claude opus 5 signals the release date still isn t real yet tokenmixai tokenmixai tokenmixai follow jul 13 i traced 4 claude opus 5 signals the release date still isn t real yet anthropic ai llm programming 4 reactions comments add comment 7 min read sign in for the ability to sort posts by relevant latest or top trending guides resources graphify code review graph build a self updating knowledge graph for claude code and other ai markitdown microsoft s tool for converting almost anything to markdown run glm 5 2 locally the open model nobody can ban free model providers to use with hermes agent ollama cloud free vs pro usage limits pricing what you actually get 2026 the best llms for agentic coding in 2026 real world not just benchmarks glm 5 2 isn t free not even my us 4 000 spark can run it stop paying 20 month use nvidia build 80 free ai models want to keep using fable 5 teach opus and sonnet to behave like it claude fable 5 was jailbroken in 48 hours here s what actually stopped nothing running local ai models for free a step by step guide with python running local llms on intel arc igpu a complete guide for ubuntu on mini pc hardware gpt 5 6 is real a codex log says so everything else is made up lemonade v10 3 run local llms image gen and speech on your own gpu for free mai thinking 1 microsoft s new reasoning model and what it means for developers how fast is llamastash overhead throughput and a fair comparison with ollama and lm studio why mtp doesn t speed up your llama cpp inference and how to actually fix it i made claude gpt and gemini predict the entire 2026 world cup here s the experiment design gemini 3 5 flash developer guide why local llms keep failing at code generation and how to fix it fix mcp timeouts async handleid pattern run gemma 4 12b on wsl2 with llama cpp llama cpp s new mtp on macos wwdc 2026 apple just opened the foundation models framework to any llm provider switching from claude code to grok same interface different model dev diamond sponsors thank you to our diamond sponsors for supporting the dev community google ai is the official ai model and platform partner of dev neon is the official database partner of dev algolia is the official search partner of dev dev community a space to discuss and keep up software development and manage your software career home dev challenges dev videos dev education tracks dev help advertise on dev organization accounts dev showcase about contact free postgres database dev shop mlh code of conduct privacy policy terms of use built on forem the open source software that powers dev and other inclusive communities made with love and ruby on rails dev community 2016 2026 we re a place where coders share stay up to date and grow their careers log in create account
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