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Joined December 2025
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GLM-5.3-flashX-Legal is now live on AutoClaw.
19.2% all-pass on Harvey LAB, up 12.5 percentage points over its base model.
Review contracts. Analyze evidence. Plan compliance. Turn legal expertise into deliverables your team can review.
Experience: autoclaw.z.ai/
Weeks of SEO work, done in days. 🤯
@masud_al_nahid uses @AutoClawAIer to automate content creation and SEO for FloorCrafted, a flooring and vacuum advice website — from article writing to titles, meta descriptions, and internal links.
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Build with AutoClaw Season 2: A Recap 🎉
23 quality submissions, 10 outstanding projects, 13 eligible participations, and 300K+ tokens distributed!
Thanks for building with AutoClaw. See you next season! 🦞
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Congratulations to our Season 2 Outstanding Creators! 🎉
@masud_al_nahid @atzzzn @arggondev @Orthach @_LiminalFrame_ @oEuKhVe9 @sasha_sazen @AUTOMATAdotSALE @devtripathiD @MikeDeynekin
Your Pro tokens have been distributed! Explore the cases we've shared over the past few days to see their projects, and we look forward to more creative ideas and amazing builds from everyone.
🤯 Hard to believe two connected AI projects like these are being built with AutoClaw!
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@Carl0sFelipe is building bestmodel.run to benchmark local AI models on real hardware, while llms.surf speeds up development by routing tasks to the right models and verifying results before shipping.
From AI workflows to real-world products. This is what building with AutoClaw looks like. 🔥
Have a business pain point? Turn your PRD into a working solution with AutoClaw. 🚀
@hottubjohn built LedgerLens, a payout reconciliation and fee-auditing dashboard for small businesses. It helps organize payout data, check discrepancies, uncover hidden fees, and flag potential revenue leakage.
The result? 7 types of payout issues detected and $816.25 in potential leakage flagged.
For SMBs, the takeaway is simple: turn repetitive manual checks into a tailored workflow, catch costly blind spots, and gain clearer visibility into your business finances—all by building around a real business need with AutoClaw.
Build smarter with AutoClaw 👇
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💡 @_LiminalFrame_ found that manual photo retouching was too time-consuming.
🛠️ Using @AutoClawAIer to automate multi-step editing workflows, they cut retouching time by 60%.
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How does a cassette player record and play sound? 🎞️
Using the Anatomy skill in AutoClaw, turn the mechanics behind everyday objects into engaging visual explainers. From magnetic tape to sound, see how a cassette player works.
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📊 5,200+ pages. 3 banks. One auditable scorecard.
Our user @AFFUTWEETS_ used AutoClaw by @zai_org to build India Bank Scorecard, comparing SBI, HDFC, and ICICI. By extracting and cross-checking financial data, tracking every source, and running 10,000 simulations, they created an interactive dashboard where anyone can compare banks and trace every number back to its source.
🚀 AutoClaw Round 2 is open through Oct 22. Build yours → autoclaw.z.ai
AutoClaw retweeted
Saw GLM-Legal getting a lot of discussion on HN. Quick answers to the questions people have been asking:
- Open source: It's on the plan. We want to make sure the capabilities are solid enough first.
- Benchmark credibility: We improved both Harvey-style tasks and other formats. The model should generalize well across different types of legal work.
- Legal systems: Both Western law and Chinese law got a boost.
From contract review to evidence analysis and compliance research, GLM-Legal is coming to AutoClaw to help you take legal work further🚀
Introducing GLM-Legal
Built on GLM-5.3-Flash, GLM-Legal matches frontier models on mainstream legal benchmarks.
Designed for real legal workflows: contract review, evidence analysis, compliance, and more.
Tech Blog: z.ai/blog/glm-legal
Apply for API Access: z.ai/consultation/legal
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