knowsuchagency
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Every MCP server injects its full tool schemas into context on every turn — 30 tools costs ~3,600 tokens/turn whether the model uses them or not. Over 25 turns with 120 tools, that's 362,000 tokens just for schemas.…
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I built Vibora because I wanted more than a UI to orchestrate multiple Claude Code sessions — I wanted to kick off work, close my laptop, and check progress from my phone while I'm out. You don't need to run it…
- MCP-DSL. 75-85% Fewer Tokens. Same Great Taste (blog.orangecountyai.com)
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The functools.lru_cache (or functools.memoize) function in the standard library is fantastic for what it does. I wrote this library to provide the same interface while allowing the caching mechanism to be any database…
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I've been using GitHub Copilot CLI, and while it's great, I found myself wanting something that could work with any LLM (including running local models through Ollama), so I built Skeet. The key features that make it…
- Promptic – the "requests" of LLM app development (github.com)
- Show HN: PDF to Podcast – Convert Any PDF into a Podcast Episode (pdf-to-podcast.com)
Hi HN! I'm stoked to share a project I've been working on called PDF to Podcast. It's a free, open-source tool that automatically converts PDF documents into engaging, informative podcast-style audio content using large…
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Hey HN, I've been building quite a few Python services that use LLMs lately. While tools like Magentic and Marvin are great, and served as inspiration for this project, I found myself needing something simpler and more…
- Arc Browser Just Redrew the Battle Lines in the Endless War for Your Attention (knowsuchagency.notion.site)
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Hello HN! LLMO (Elmo) is an AI pair programming tool I created that's become an indispensable part of my workflow. https://github.com/knowsuchagency/llmo LLMO is designed to meet you where you are – your terminal. It…
- LLMO – An LLM pair programmer in your terminal (github.com)
- Hacking Around ChatGPT’s Character Limits with the Code Interpreter (knowsuchagency.notion.site)
- I was wrong. The ChatGPT code interpreter is OP (knowsuchagency.notion.site)
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Hey everyone, So, I stumbled upon this really cool idea of using Pydantic to deserialize and validate OpenAI's outputs over on this HN thread https://news.ycombinator.com/item?id=35821748. It got me thinking about how…
- Don't get attached to your code (knowsuchagency.com)
- Show HN: Orkestra an event-based alternative to Airflow built on the AWS CDK (knowsuchagency.com)
- Monads for Mortals (In Python) (knowsuchagency.com)
- Exploring REST and GraphQL together with aiohttp (medium.com)
- You don't need a task runner (with Python) (journalpanic.com)
- Exploring GraphQL and asyncio in Python 3 (github.com)
- Collatz Conjecture (journalpanic.com)
- Wrapping subprocesses with asyncio in Python3.6 (journalpanic.com)
- Recursion, what is it good for? (In Python3) (journalpanic.com)