1M-token context window. The agent still froze for 12.8s to summarize itself.
Don't wait until 80% to compact — trim a little every turn instead.
150 coding problems in one session: same pass rate, ~23% cheaper.
Full numbers inside.
Got 8 vCPUs for my backtest — but my strategy only used 1.
Don’t blindly throw more cores at your quant code before profiling.
I benchmarked my local backtest workflow on Tencent Cloud Hong Kong SA9 node.
Full numbers inside.
Turn information into something you can work with.
A financial model you can inspect. A report you can trace to its sources. An interactive workspace built around your task.
See what you can build.
Before moving a backtest to the cloud, measure how it uses CPU and memory. Then run the same inputs locally and in the cloud, and verify the outputs before comparing performance
What’s slowing down your backtests—compute, memory, or data access?
Let’s compare notes on Discord. Share your setup and what you’ve measured 👇
#TencentCloud #QuantDev
discord.gg/sef7YH4GCd
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Hy4 is here 🚀
Available on TokenHub (1M-token free trial) and WorkBuddy (daily free quota Nov 4–15, higher limits for subscribers).
Upgraded agentic abilities, better long-task performance + image understanding.
What will you test first?
👋Hy4 is here, new with vision.
Firmly among the leading open models.
More productive everywhere: finance, frontend, game, officework, research…
Built responsibly, with cyber/biosecurity in mind.
Try it out and let us know!
🔗:hy.tencent.ai/research/hy4?l…
Tencent Cloud International Developer retweeted
👋Hy4 is here, new with vision.
Firmly among the leading open models.
More productive everywhere: finance, frontend, game, officework, research…
Built responsibly, with cyber/biosecurity in mind.
Try it out and let us know!
🔗:hy.tencent.ai/research/hy4?l…
🔴 LIVE NOW | 2026 Tencent Global Digital Ecosystem Summit – Tencent Cloud International Summit
Discover the latest in cloud and AI innovation, and explore what's next for global digital transformation.
Tune in and join the conversation!
#TencentCloud #AI #CloudComputing
2026 Tencent Global Digital Ecosytem Summit - Tencent Cloud International Summit teapawt.net/i/broadcasts/1qJDzWonk…
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Running a parameter sweep on the same machine taking live trades is fine... until your CPU maxes at 2 AM and quotes start lagging.
Here is how to move batch backtests to a dedicated cloud node without touching your live execution setup.👇
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Dropping the link here for instance sizing, regional availability, and current rates 👇
📷tencentcloud.com/act/pro/Qua…
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Kimi K3.1 Pro & Kimi K3.1 Pro HighSpeed are now on TokenHub 🚀
Try it on TokenHub:tencentcloud.com/products/to…
What did you try? Share your prompt and result below 👇
Try both models with 1M free trial tokens each 🎁
Each trial activates when claimed and is valid for 365 days.
Claim your free trial on TokenHub:tencentcloud.com/products/to…
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Quotes, positions, open orders—too many tabs?
Build an investment assistant for Hong Kong and US stocks with WorkBuddy + Futu MCP + Hy4 preview.
The walkthrough covers setup, permissions, account checks, and tracking orders, with prompts you can reuse. 👇
Never trust a black-box AI total on messy order sheets. Did it drop duplicate rows or refunds?
WorkBuddy cleans the CSV, itemizes every gap, and gives you a searchable receipt.
Bonus: message your bot from your phone to run it on your PC. 👇
Tencent Cloud International Developer retweeted
Hello Buddy, hello world! 🌍👋
Tencent WorkBuddy’s global meetup series starts on campus—and goes beyond. Explore AI for work and life. No tech skills needed.
🎓 Study smarter. 💼 Get job-ready. 🎨 Create content.
🚀 Build your pitch. ✈️ Plan trips. And more.
Start with four campus-launch perks:
⚡ WorkBuddy: 7-day premium-model trial + new-signup bonus credits.
☁️ Lighthouse: $1.68 first-order server for 24/7 agents.
🧠 TokenHub: Free model quota.
🎁 Join & Earn: Join the community for a $2 cloud voucher.
🔗 Claim your perks & find a meetup near you.
tencentcloud.com/act/pro/Glo…
Be Buddy’s buddy. 🤝
#WorkBuddy #HelloBuddy #PersonalAgent
Lunch menu. Parent meeting. Oh—and basketball registration closes at 9 a.m.
See how WorkBuddy + Jev turn a school email into a one-page to-do list and an unsent reply draft.
You review. Then decide what to send.
Guide below 👇
From school deadlines to campus life 🎓
WorkBuddy’s 10-campus tour:
MIT, UPenn, Yale, Harvard, Columbia, NYU, Princeton, Cornell, Michigan, NTU
Starts Sept. 24 at MIT.
AI for portfolios + campus perks: free trials, compute offers & model quotas 👇
tencentcloud.com/act/pro/Glo…
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Close your laptop. Keep your AI agent working.
This 3-step guide shows how to run OpenClaw on Tencent Cloud Lighthouse, send tasks via WhatsApp, and set up overnight price and inventory checks—with a morning report on your phone. 👇
DeepSeek-V4.1-Flash just landed on Tencent Cloud TokenHub. ⚡
Fast responses, and built for the pace of real-world development.
From prototyping an idea to scaling an AI feature, it’s one less bottleneck between your code and production. 🛠
👉 Try it with 1M tokens on TokenHub: tencentcloud.com/products/to…

















