Let me show you a small part of the capabilities of AI analytics agents that are already working

Prompt: Tell me about the activity of whales regarding gifts. Conduct a deep analysis to determine their direction and interests. Use data from the past few weeks. Have you noticed anything unusual? Write a brief summary and plot a graph.

🐋 WHALE ACTIVITY & MARKET MANIPULATION
Telegram Gifts · Feb 5–18, 2026

━━ TOP WHALE ━━
@denis33371 — market dominant
• 53K+ gifts · Est. ~570K TON
• Top: Low Rider (2.7K pcs, 112K TON), Sky Stilettos (7.2K pcs, 105K TON), Westside Sign (1K pcs, 101K TON)
• Strategy: mass-buying cheap collections (4–15 TON floor) — betting on overall market growth
• Recent buys: +989 Spiced Wine, +685 Sky Stilettos, +548 Party Sparkler in 2 weeks

━━ OTHER WHALES ━━
@worty11 — 1.8K Ice Cream
@BossOfLemons — 804 Faith Amulet
@svyat_baka — Lol Pop (1.2K), Voodoo Doll (407)
@Artishchev — Khabib's Papakha (603), UFC Strike (635)
@mrgribosss — Bling Binky (463), Spy Agaric (437)
@Andrew_Seer — Faith Amulet (677), Moon Pendant (312)

━━ 🚨 ANOMALIES ━━
❶ Voodoo Doll (Feb 17): volume 4K→85K TON, avg price x16 (32→510). Back to normal next day.
❷ Snoop Dogg (Feb 10): volume 5K→97K TON, avg price x17 (6→100). One-day spike.
❸ Ginger Cookie (Feb 10): same day — avg price x40 (6→243). 72K TON volume vs usual 2–4K.
❹ Heart Locket (Feb 16): 2 trades at 10,860 TON each (norm ~2,000).

━━ 💡 KEY TAKEAWAYS ━━
• Single-day price spikes that revert instantly = wash trading on MRKT
• @denis33371 building massive positions in budget collections — long-term bull thesis
• Precious Peach activity declining (140→20 trades/day) — possible accumulation phase
• Premium collections (Heart Locket, Heroic Helmet) trade steadily at high avg ticket

Built an llms-txt for Telegram Mini App development — docs, libraries, and best practices compiled in one place so AI agents can build TMAs from scratch. Just point your agent to this repo and lfg

🔗 github.com/ohld/tma-llms-txt

Awesome! Great job!

Off topic: I’m working hard on a new TON project to fill ecosystem gaps using AI-vibe coding. The project is big enough already. I hope to share it with you soon.

Question: I’m currently spending around $200 per day on tokens for vibe-coding. Is it OK? 😱

💎 AppKit | Alpha Announcement

TON is the blockchain built into Telegram. Apps built on TON can reach Telegram's billion+ users directly.

Until now, every team had to build wallet connections, transaction handling, and DeFi integrations from scratch. Weeks of work before a single line of product code.

Today we're announcing AppKit alpha to change that.

What's live now:
▪️ Wallet management and transaction sending
▪️ DeFi integration (swaps, staking)
▪️ TON Connect support
▪️ TypeScript and React support
▪️ LLM-friendly (describe an app, build a prototype in minutes)

WalletKit is also production-ready for wallet developers on iOS, Android, React Native, and Web.
More features coming at Gateway (May 1-2).

👉Read more

Tribute Tickets | Gateway | TON Community | TON Builders | TON Hubs |X | YouTube | LinkedIn |TON.org

seems like a lot per day, what provider are you using?

Opus 4.6 Max 🙈

Give a try to GLM5 from z.ai, it helped me lower token costs significantly, and the quality is really close to opus 4.6

We want to try the MiniMax M2.5, it's currently the leader in price and quality

GLM5 is actually great for basic routing tasks. But when you need an agent to handle complex TVM state synchronization and generate safe FunC payloads without hallucinating, those 'Max' tier context windows are a lifesaver 👀

@tsivarev we suggest that the TON Foundation make Teleton the primary framework for agent development on the network. The industry is developing rapidly. There is a plugin system, and many services are already connected. We can create a funnel for global users. What is your strategy? What do you think?

I really like Teleton. But I’m not sure we should name any framework as the primary one, since we’re seeing strong development across multiple teams.

I think we should approach AI differently from how we handled previous initiatives. This feels more like a community-driven effort rather than a centralized solution from TF.

A good example is the launch of the AI Dev Wall, a space where builders share their experiments, tooling, and approaches. Imho, that’s the right direction: encouraging visibility and collaboration across multiple solutions, rather than formally recognizing and promoting just one.

At the same time, we should encourage contributors to write tutorials, contribute code, and record educational videos about Teleton. We should also add proper coverage of Teleton in our documentation.

I also believe we need a dedicated section at Gateway focused on AI and Teleton specifically.

Perhaps it would be a good idea to hold an online roundtable to discuss such things in this community?

That's a good idea; we could discuss various development paths and global expansion. In my view, this is a chance for TON to take the next step. Global leaders are starting to build their own cloud-based agents to keep their audiences engaged with their products.

Btw, tomorrow we'll launch a grant application form on the platform I mentioned earlier 🤞

Criteria:
– expert jury assessment of the solution's product-market fit
– technical implementation (elegant, secure, etc.)
– community usability

What do you think about these criteria?

Let me release the submission platform, and I will get back to this topic.

I think it's a very fair set of criteria. It levels the playing field between fully launched ecosystem projects and early-stage MVPs like ours. At the end of the day, if the PMF is real, the smart contracts are secure, and the usability is seamless, the project has true value. It's a great benchmark for the expert jury. 🤝

Criteria is fine, will be waiting for the launch then