https://shet-ai.com/updates AI Hub — What changed on the hub Newest first. Written from the hub's own history: what was built, what was measured, what was fixed. 2026-09-28T00:00:00Z AI Hubhttps://shet-ai.com/ tag:shet-ai.com,2026-09-28:en/articles/claude-limits An agent on a Claude subscription: limits, a backup input and what happens when it hits one 2026-09-28T00:00:00Z A hub agent runs on the Claude subscription you already have. What limits that subscription has, how the agent uses them up and why it does not go silent when it hits one. tag:shet-ai.com,2026-09-28:en/articles/telegram-work-chat An agent in a Telegram team chat: how to connect it and what to ask of it 2026-09-28T00:00:00Z A hub agent works where your people already are — in Telegram. How to connect it, when it answers in a group, what to ask of it and what it does not do in a chat. tag:shet-ai.com,2026-09-28:en/articles/agent-data-location Where an agent's data lives: an AWS region, your account or your server 2026-09-28T00:00:00Z Three ways to place an agent — and what happens to its conversations, memory, keys and model requests in each case. tag:shet-ai.com,2026-09-28:en/articles/agent-cost What an agent's cost is made of and how to count it 2026-09-28T00:00:00Z We have no public price list. The three parts that make up the cost of an agent, which of them you see yourself, and how to tell whether the agent pays off. tag:shet-ai.com,2026-09-28:en/updates/people People and emails to the owner 2026-09-28T00:00:00Z An organisation's owner now adds and removes people in the cabinet and changes their roles. If an agent goes silent, hits a limit, loses model access or keeps failing, the owners get an email — once for each problem. tag:shet-ai.com,2026-09-28:en/updates/articles Articles 2026-09-28T00:00:00Z Four articles answering common questions: Claude subscription limits and a backup input, an agent in a Telegram team chat, where the agent's data lives and what its cost is made of. tag:shet-ai.com,2026-09-28:en/updates/trust The “Trust” page 2026-09-28T00:00:00Z How long each kind of data is kept, who takes part in processing it, why the site does not track you, how it is protected, what we do after an incident and when you leave. And, honestly, what is not there yet. tag:shet-ai.com,2026-09-27:en/updates/own-server Data on your own server — on request 2026-09-27T00:00:00Z The organisation owner can leave a request in the agent card: the agent's conversations, memory and files will be kept only on the company's server. We get in touch and discuss the connection. tag:shet-ai.com,2026-09-27:en/updates/aws-region The customer chooses the AWS region 2026-09-27T00:00:00Z The agents' environment runs in any AWS region close to your people and data — or in your own AWS account. Details are on the “On AWS” page. tag:shet-ai.com,2026-09-27:en/updates/talk-to-helix Talk to the consultant without signing in 2026-09-27T00:00:00Z Helix, the hiring consultant, answers right on the site, on the “Describe the role, get an agent” page: asks about the work and helps describe the role. The chat says up front that an AI agent is answering. tag:shet-ai.com,2026-09-27:en/updates/docs Documentation for customers 2026-09-27T00:00:00Z How to start, how to connect the model and channels, what the cabinet shows, where the data lives and what the agent does not do — the answers are on one page. tag:shet-ai.com,2026-09-27:en/updates/file-scanning Files from requests are scanned before any work 2026-09-27T00:00:00Z Every file sent through the form is checked by Amazon GuardDuty. Only clean files go to work; the rest are deleted. tag:shet-ai.com,2026-09-26:en/updates/training-and-goals Training with review, goals with an independent reviewer 2026-09-26T00:00:00Z The agent works through tasks drawn up together with the customer and goes to work only on a “release” verdict. Whether a goal is met is decided not by the agent but by a reviewer that checks the agent's report against the acceptance criteria. tag:shet-ai.com,2026-09-26:en/updates/model-access The model runs on your access 2026-09-26T00:00:00Z The Claude or ChatGPT subscription you already have, another provider's key, or Amazon Bedrock in your AWS account. The access is added in the agent card and checked right away. tag:shet-ai.com,2026-09-26:en/updates/web-chat Web chat with the agent in the cabinet 2026-09-26T00:00:00Z You can write to the agent straight from the cabinet, without Telegram; each person has their own conversation. The chat says from the first line that an AI is answering. tag:shet-ai.com,2026-09-24:en/updates/cabinet The cabinet 2026-09-24T00:00:00Z Sign-in with a code sent by email. Your organisation's agents, their state and daily usage; a managed agent can be stopped and started with one button. tag:shet-ai.com,2026-09-23:en/updates/marketplace An agent marketplace 2026-09-23T00:00:00Z A catalogue of agents with resumes, the roles the hub trains agents for, and a site in three languages: English, Russian and Hebrew. tag:shet-ai.com,2026-09-21:en/updates/sender-name Outgoing mail names its sender — and shouts if the name is wrong 2026-09-21T00:00:00Z The agent now reads the sender name the recipient will actually see, from the address book, and refuses to stay silent when it is not its own. External addresses are opened one by one, on the administrator's word. tag:shet-ai.com,2026-09-17:en/updates/attachments-register Attachments in the register of what was sent 2026-09-17T00:00:00Z Mail attachments are listed in the delivery register like every other file the agent hands out; large files leave as cloud links, not as attachments. tag:shet-ai.com,2026-09-15:en/updates/voices-at-the-table Voices at the table: refuse rather than guess 2026-09-15T00:00:00Z Speaker identification got a rule of refusal: a voice that is not close enough to a known one, or not far enough from a second candidate, stays “participant”. The number of voices in the room is asked, not assumed. tag:shet-ai.com,2026-09-12:en/updates/customer-forms Customer forms filled without redrawing them 2026-09-12T00:00:00Z Tender forms with content controls are filled in place; the leftover placeholders that used to show next to the answer are caught before the document leaves. PDF translation keeps every text in its own place. tag:shet-ai.com,2026-09-12:en/updates/mail-events Mail wakes the agent by event, not by polling 2026-09-12T00:00:00Z A new letter reaches the agent in seconds instead of minutes. The register of people fills itself when someone is admitted to a group. tag:shet-ai.com,2026-09-07:en/updates/voice-in-meetings A voice in the meeting room 2026-09-07T00:00:00Z The agent joins the video call as its own participant and can speak; the register of threads records who has the ball and what comes next. tag:shet-ai.com,2026-09-01:en/updates/mail-in-perimeter Mail inside the company perimeter 2026-09-01T00:00:00Z Reading, sending, attachments and a delivery check in the corporate mailbox. A watchdog on the mailbox turns a new letter into a note for the owner. tag:shet-ai.com,2026-08-28:en/updates/measured-not-claimed Measured, not claimed 2026-08-28T00:00:00Z A day of measurements: sandbox isolation, memory recall, the watchdog's checks. What could not be measured was written down as such.