CJ (Coding Garden) @CodingGarden
Senior Creator at @syntaxfm / @sentry Host of Coding Garden on Twitch and YouTube Co-organizer of @DenverScript https://t.co/PC8Ym4N6Fm coding.garden Denver, CO Joined February 2018-
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The Syntax crew is LIVE to chat about Jev! Is the Hype Overblown? Also Claude shipped AGENTS.md support, TinyCast is a smaller Raycast and more! See you in the chat. twitch.tv/syntaxfm youtube.com/watch?v=rsp5wJ…
Code for jev chat is available here: github.com/w3cj/jev-chat The README includes a breakdown of how this all works and includes an FAQ.
I built a chat bot with jev, no LLM at all! Responses are instant, no hallucinations. I hooked it up to web search, wikipedia, weather, todoist and home assistant. Jev decides what tool to call and what args to use based on the prompt. Instant answers cite sources as well!
@offchan420 @49agents Requires an extra request to resolve spelling errors, but still works. Combined with cspell and compromise nlp pre-processing, jev can decide what the user actually meant.
I built a chat bot with jev, no LLM at all! Responses are instant, no hallucinations. I hooked it up to web search, wikipedia, weather, todoist and home assistant. Jev decides what tool to call and what args to use based on the prompt. Instant answers cite sources as well!
@ethereaglehq The answer is directly from the article right now. It detects a wikipedia lookup. Gets the article. Then does a second request that includes the full article where each sentence is an option for jev to choose. See their guide here: docs.typesafe.ai/cookbooks/sema…
I'd have to create a new "timer" tool and make it available to jev but definitely doable! Jev would just respond with which action to time delay, and how long. Then we pass that off to a background queue that invokes it when necessary. Compound requests are a bit tricky though. The smart home example from typesafe AI actually detects a compound request, passes to an llm to de-compose into individual commands. Then passes each command to jev.
@LifeOfPhat Nope! That's just a wikipedia lookup. Jev extracts the topic the user is asking about, queries wikipedia, then a follow up is sent to jev with the content of the wikipedia article asking which line from the article answers the user's prompt.
I pass a "choice" to jev - "Which tool would fulfil the user's latest request (taking the conversation into account)?" and the options are a dynamic list of every available tool. For arg extraction / matching on the user prompt there is a seperate question for every single available tool like: "For a weather request: which city or place does the user want the weather for? If they don't name one, pick the place from the earlier request." and the options provided are extracted from the user prompt as a list of options. Could be the prompt split on spaces, could be smarter word pairs.
I provide an option to jev for home assistant "no device or room is mentioned at all" - this then asks for a follow up that extracts and matches the name to a device in the home. We can do a similar thing for ambiguous tool calls. Provide jev an option "More than one tool call can satisfy this request" and then give a follow up prompt to choose, OR detect high match percent in multiple tools and automatically give a follow up to the user before executing.
Watch the full explainer: youtube.com/watch?v=QbYBRj…
Jev is an extremely cheap and fast classifier that can replace long LLM prompts in your workflows with more deterministic answers and actions. I break down what that means, how it works and show several demos of Jev in action in my latest video. Watch: youtube.com/watch?v=QbYBRj…
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x
The Syntax crew is LIVE to chat about Developing for the iPhone Duo, the React 19.3 release, Pi Radius announcement and more! See you in the chat. youtube.com/watch?v=-czzyD… twitch.tv/syntaxfm x.com/i/broadcasts/1…
The Syntax crew is LIVE to chat about the new GPT 6 Astra, Vitest 5, Audacity 4, why AI sucks at editing video and more! See you in the chat. twitch.tv/syntaxfm youtube.com/watch?v=8u_mKd… x.com/i/broadcasts/1…
@JJOHN @syntaxfm @wesbos Read about it here: scalex.dev/blog/ai-agent-… Play it here: llmgame.scalex.dev
Come hang out!
The Syntax crew is LIVE to chat about how Cursor & OpenAI Broke Up, the pnpm 12 Rust Re-Write, a WebGPU Library for Agents and more! See you in the chat. youtube.com/watch?v=12gJ0S… twitch.tv/syntaxfm x.com/i/broadcasts/1…
Do you use an isolation mechanism like containers or VMs for development work?
@JohnVandivier @wesbos This is industry standard. Every tool I mention in the video has a free / open source way to run it. This is just a new part of the curriculum. Students will learn it just like they learned everything else.
We're at a point where coding without an isolation mechanism or sandbox is way too risky. Use containers at a minimum, VMs if you have enough resources or a remote machine with either of these if you can. Watch 🍿: youtube.com/watch?v=-ulRSv…
I made a gameboy color game for hackweek! Detailed build video coming soon.
ThePrimeagen @ThePrimeagen
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Wes Bos @wesbos
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Shunsuke Takawo 🐌 @takawo
27K Followers 5K Following creative coder 🐌 generative artist 🎨 #dailycoding -2019 @Generativemasks / Japan Generative Art Foundation Founder / 甲南女子大学メディア表現学科准教授 高尾俊介 毎日コードを書く輩You might like
