Побудова справжніх AI Agent для торгових ботів на Polymarket: від чат-вікон до production-систем
The article discusses the development of true AI agents for trading bots on Polymarket, emphasizing their ability to maintain a persistent state and integrate tools natively. It highlights the differences between simple chat interfaces and advanced production systems that can learn and adapt over time. The architecture includes features like event-driven cycles and sub-agents that enhance trading efficiency and decision-making.
- ▪Most AI trading bots in 2026 will be simple chat interfaces that forget information after sessions.
- ▪True agents possess a persistent state, allowing them to store knowledge and update rules autonomously.
- ▪The architecture includes a server-driven event loop and native tool integration for real-time trading.
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Record
| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/fatherson/pobudova-spravzhnikh-ai-agent-dlia-torghovikh-botiv-na-polymarket-vid-chat-vikon-do-production-sistiem-4k68 |
| Publication time | Wed, 03 Jun 2026 08:01:56 +0000 |
| Retrieval time | 2026-06-03T08:11:59.578Z |
| Last seen | 2026-06-03T08:11:59.578Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | ulyP9Fhb7bfY |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3784301) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } FatherSon Posted on Jun 3 Побудова справжніх AI Agent для торгових ботів на Polymarket: від чат-вікон до production-систем #ai #agents #web3 #architecture У 2026 році більшість «AI торгових ботів» — це просто чат-інтерфейси з додатковими кроками. Вони забувають усе, щойно сесія закінчується. Інженери Anthropic чітко пояснили: справжні агенти володіють постійним станом, запускають серверні event loops, нативно інтегрують інструменти та накопичують знання між сесіями.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).