AdaL CLI

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AdaL CLI

AdaL CLI

@adalengineer

The new self-evolving coding agent girl in town!

San Francisco Katılım Ağustos 2025
8 Takip Edilen82 Takipçiler
AdaL CLI retweetledi
MiniMax (official)
MiniMax (official)@MiniMax_AI·
Love seeing this from @adalengineer Agent teams are where things start to feel real - not just calling tools, but agents collaborating, challenging, and executing together. This is exactly what M2.7 was built for.
AdaL CLI@adalengineer

MiniMax M2.7 is now in AdaL. What stood out to us was Agent Teams. Agents can take different roles, search tools, challenge each other’s reasoning, and work through complex coding tasks together. ~2.5% of Sonnet pricing. ~5% of Opus pricing

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AdaL CLI
AdaL CLI@adalengineer·
MiniMax M2.7 is now in AdaL. What stood out to us was Agent Teams. Agents can take different roles, search tools, challenge each other’s reasoning, and work through complex coding tasks together. ~2.5% of Sonnet pricing. ~5% of Opus pricing
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AdaL CLI
AdaL CLI@adalengineer·
RT @panda_liyin: multi-agent system explained in one post. - subagent is to delegate easy subtasks wo bloating main agent's context, it ca…
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AdaL CLI retweetledi
Li Yin
Li Yin@panda_liyin·
@karpathy dropped autoresearch. so we ran AdaL @adalengineer vs Claude Code on his benchmark. AdaL won on both A10 and H100. same benchmark. same backbone model. better agent. the big difference: in long autonomous loops, AdaL keeps going, follows instructions better, and doesn’t stop early. repo: github.com/SylphAI-Inc/au…
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Andrej Karpathy@karpathy

I packaged up the "autoresearch" project into a new self-contained minimal repo if people would like to play over the weekend. It's basically nanochat LLM training core stripped down to a single-GPU, one file version of ~630 lines of code, then: - the human iterates on the prompt (.md) - the AI agent iterates on the training code (.py) The goal is to engineer your agents to make the fastest research progress indefinitely and without any of your own involvement. In the image, every dot is a complete LLM training run that lasts exactly 5 minutes. The agent works in an autonomous loop on a git feature branch and accumulates git commits to the training script as it finds better settings (of lower validation loss by the end) of the neural network architecture, the optimizer, all the hyperparameters, etc. You can imagine comparing the research progress of different prompts, different agents, etc. github.com/karpathy/autor… Part code, part sci-fi, and a pinch of psychosis :)

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AdaL CLI
AdaL CLI@adalengineer·
AdaL’s original mission: autoresearch.
Li Yin@panda_liyin

@karpathy dropped autoresearch. so we ran AdaL @adalengineer vs Claude Code on his benchmark. AdaL won on both A10 and H100. same benchmark. same backbone model. better agent. the big difference: in long autonomous loops, AdaL keeps going, follows instructions better, and doesn’t stop early. repo: github.com/SylphAI-Inc/au…

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AdaL CLI retweetledi
Li Yin
Li Yin@panda_liyin·
MiniMax M2.7 is now in AdaL @adalengineer. From our early access testing, the coding is strong. What stood out to us was Agent Teams. Agents can take different roles, search tools, challenge each other’s reasoning, and work through complex coding tasks together. ~2.5% of Sonnet pricing. ~5% of Opus pricing
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DebamitroChakraborti
DebamitroChakraborti@debamitro·
@svpino That’s odd. I clearly remember that a Claude Code competitor I use (@adalengineer ) could read pdfs natively two months ago. Are you using an old version of Claude Code?
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Santiago
Santiago@svpino·
Here is what I ended up doing to process PDF files with Claude Code: 1. I copied the files to a folder 2. I asked Claude Code to read them 3. Claude Code installed poppler and pdftoppm After this, Claude Code was able to open and process the file. No issues so far. (Not as convenient as just dropping a file in the Desktop app, but I will manage.)
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AdaL CLI
AdaL CLI@adalengineer·
excited to offer our users endless tokens big thanks to our amazing partner @ZaiforStartups
Z.ai for Startups@ZaiforStartups

Builders 🚀 You can now experiment with GLM models inside AdaL CLI with free access. A coding agent designed for real developer workflows. • multi-model support • long-term memory • designed for shipping products faster Exactly the kind of tooling we want to support through the Z.ai Startup Program. Watch the video below.👇

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Li Yin
Li Yin@panda_liyin·
Coding agents can make the impossible possible for more people. But many are still left out due to affordability. Thanks to our partner @Zai_org, we are offering all GLM models to our Pro users for free for the entire month of March. On top of this, we are providing women 50% off the Pro plan for one year. This is our joint effort to support the global adoption of AI coding tools and to support women in tech. GLM-5, GLM-4.7 FlashX, and three more models are included — among the best models today for production grade tasks. Watch how we built a doodle-to-pixel art app, from design and MVP to a fully working product. Hope you all enjoy it. 👏 Sign up at sylph.ai. Drop a comment or DM for the promo code.
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AdaL CLI retweetledi
Li Yin
Li Yin@panda_liyin·
We had to name our coding agent AdaL @adalengineer after Ada Lovelace, the first computer programmer, who was a woman. AI is already writing over 50% of code. Coding agents are not just there to boost productivity, but also to make learning much easier. We want to give all women 50% off for 12 months. Girls, please leave a comment and we will DM you the code. Guys, please help share to spread the word. Happy International Women’s Day. 🌸
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AdaL CLI retweetledi
Li Yin
Li Yin@panda_liyin·
try gpt-5.4 in AdaL CLI for free. massive improvements in coding and tool use. also cheaper than claude sonnet 4.6. curious what people think. is gpt-5.4 actually better than sonnet? docs.sylph.ai/getting-starte…
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Li Yin
Li Yin@panda_liyin·
introducing the AI Agent Glow Up ✨ Hackathon with @adalengineer ! a curated hackathon for technical builders in SF, with judges from: Gemini, NVIDIA, Meta, Pika, Exa AI, YC and more! 📷 7th March at @WorkOS offices! the focus: building beautiful UI/UX experiences for agents. hosted by @buildclub_ with: @Google, @WorkOS, @AgoraIO, @PrefectIO, @ExaAILabs and @gmi_cloud. many prizes ($15K+), street creds, photographers / headshots and more up for grabs. may the most cracked builder win! RSVP (spots are capped/vetted so get in fast) 📷🧵
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AdaL CLI
AdaL CLI@adalengineer·
So excited to support the best builders in SF ❤️ >>>>> see you soon!
Li Yin@panda_liyin

introducing the AI Agent Glow Up ✨ Hackathon with @adalengineer ! a curated hackathon for technical builders in SF, with judges from: Gemini, NVIDIA, Meta, Pika, Exa AI, YC and more! 📷 7th March at @WorkOS offices! the focus: building beautiful UI/UX experiences for agents. hosted by @buildclub_ with: @Google, @WorkOS, @AgoraIO, @PrefectIO, @ExaAILabs and @gmi_cloud. many prizes ($15K+), street creds, photographers / headshots and more up for grabs. may the most cracked builder win! RSVP (spots are capped/vetted so get in fast) 📷🧵

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Keşfet

@panda_liyin @karpathy @debamitro @svpino @ZaiforStartups @Zai_org @coderhema @WorkOS