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you’re literally DDoSing your token budget (Sonnet/Opus) if you are not using these techniques bit.ly/4jOMnBh
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agentnative
1.8K posts
@chetaslua @MiniMax_AI Definitely a killer, and probably sits between AlphaEvolve’s industrial scale and AutoResearch’s accessible simplicity, but it’s the best model in terms of cost-efficiency at $0.30/$1.20 per million tokens. Published an overview here: agentnativedev.medium.com/minimax-m2-7-s…
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MiniMax M2.7 is real deal man
I have made a complete website with proper fan physics and fibre physics this looks so good
@MiniMax_AI i am waiting for the next update man , i want a big model next cook it for us
Prompt is in comment for normal paper receipt physics sim
Chetaslua@chetaslua
My first test of MiniMax M2.7 this made 3d fibre physics with all the specs of m2.7 is written
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@cgtwts MiniMax-M2.7 probably sits between AlphaEvolve’s industrial scale and AutoResearch’s accessible simplicity, but it’s the best model in terms of cost-efficiency at $0.30/$1.20 per million tokens. You can read our deep dive here: @agentnativedev/minimax-m2-7-shouldnt-be-this-close-to-opus-4-6-31a07b6dee27" target="_blank" rel="nofollow noopener">medium.com/@agentnativede…
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MiniMax just dropped M2.7:
> self-evolving model built for recursive improvement
> 56.2 on SWE-Pro
> beats gemini 3.1, nearly matches opus 4.6, sonnet 4.6, and gpt 5.4 on coding benchmarks
> strong coding performance across real-world tasks
> extremely low pricing vs opus/gpt
MiniMax (official)@MiniMax_AI
Introducing MiniMax-M2.7, our first model which deeply participated in its own evolution, with an 88% win-rate vs M2.5 - Production-Ready SWE: With SOTA performance in SWE-Pro (56.22%) and Terminal Bench 2 (57.0%), M2.7 reduced intervention-to-recovery time for online incidents to 3-min on certain occasions. - Advanced Agentic Abilities: Trained for Agent Teams and tool search tool, with 97% skill adherence across 40+ complex skills. M2.7 is on par with Sonnet 4.6 in OpenClaw. - Professional Workspace: SOTA in professional knowledge, supports multi-turn, high-fidelity Office file editing. MiniMax Agent: agent.minimax.io API: platform.minimax.io Token Plan: platform.minimax.io/subscribe/toke…
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@bindureddy This is certainly a great model, and agreed.. best Claw brain out there right now. We covered many different aspects of its performance here
@agentnativedev/minimax-m2-7-shouldnt-be-this-close-to-opus-4-6-31a07b6dee27" target="_blank" rel="nofollow noopener">medium.com/@agentnativede…
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Open source continues to catch up with closed source
MiniMax 2.7 just dropped and will likely become the most used LLM on Claw in days 🚀
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@MiniMax_AI This is certainly a great model, and a best Claw brain out there right now. We covered many different aspects of its performance here @agentnativedev/minimax-m2-7-shouldnt-be-this-close-to-opus-4-6-31a07b6dee27" target="_blank" rel="nofollow noopener">medium.com/@agentnativede…
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Early testers are saying that M2.7 has big improvements in emotional intelligence and character consistency 👀
Bindu Reddy@bindureddy
Open source continues to catch up with closed source MiniMax 2.7 just dropped and will likely become the most used LLM on Claw in days 🚀
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@HeyElsaAI This is a great initiative @HeyElsaAI, I covered the fellowship here and explained what would it take to have a shot at $1M, hope it helps the participants @agentnativedev/1m-agentic-fellowship-529796a72819" target="_blank" rel="nofollow noopener">medium.com/@agentnativede…
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Elsa just launched a $1M Agentic Fellowship to fund, mentor, and scale builders who are building real, revenue-generating on-chain agents.
HeyElsa@HeyElsaAI
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@girdley NemoClaw could be the answer for serious workloads, published a piece today @agentnativedev/openclaw-was-never-ready-for-production-nvidias-nemoclaw-changes-that-268ce03ded95" target="_blank" rel="nofollow noopener">medium.com/@agentnativede…
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Temp check:
Would you plug an OpenClaw agent into your business TODAY?
Why / why not?
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All image generation services keep timing out.. internet is about to get wild.
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agentnative retweetledi
@agentnativedev puts out some incredible content on his site and on Medium. His latest article on MiroFish is 👌
agentnativedev.medium.com/mirofish-swarm…
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You can read the deep dive here: @agentnativedev/google-workspace-cli-agent-native-alternative-to-zapier-n8n-and-make-0dee53eec653" target="_blank" rel="nofollow noopener">medium.com/@agentnativede…
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It also ships with Core Google Workspace API skills, Helpers, Personas, and Recipes that make tools like Zapier and n8n look painfully manual.
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The hardest part about interacting with enterprise tools has always been the plumbing, OAuth dance, pagination.
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This is the deepest moat in agentic SaaS.
You can read the deep dive into agentic memory systems here: @agentnativedev/openclaw-memory-systems-that-dont-forget-qmd-mem0-cognee-obsidian-4ad96c02c9cc" target="_blank" rel="nofollow noopener">medium.com/@agentnativede…
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forecasts in quarterly breakdown format.
Memory compounds over time: the more a customer uses your product, the more the agent knows, and the harder it becomes to switch to a competitor that starts from zero.
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The memory plane determines personalization quality.
Without persistent memory, every session starts from zero.
With it, the assistant remembers that this customer prefers conservative estimates, rejected the aggressive pricing option last quarter, and always wants...
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Day 28 of growing to $1k/month 📈
The BIG site migration! DO -> Hetzner
May also be discontinuing 2 of my old sites 💔
Task Trackr
&
Portfolio Hub
$47 MRR
Do you have any old sites still kicking about?
Robert Watkin@Robert_Watkin_
Day 27 of growing BlobLab to $1k/month 📈 Wild 24 hours $29 MRR -> $47 MRR 🤯 It wasn't even because of BlogLab. We sold 2 ad spots on Detect Site AI
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