Changelog

New features, improvements, and fixes shipped to Fruxon.

All
New
Improved
Fixed
Breaking

Oct 5, 2026

v0.35.0

v0.35.0

Oct 5, 2026

Self-Improving Agents & SSO

Agents now review their own conversations and suggest fixes you can test before they go live, and Enterprise workspaces get single sign-on and a full audit log. Escalations also respect your team's working hours, and signing in now uses a six-digit email code.

New

Turn on reviews for an agent and Fruxon reads its finished conversations, suggests specific fixes on a new Improvements tab, lets you test each change against the real conversations that raised it, and puts it live with one click.

New

Set your team's working hours, including holidays and short days, so agents know whether someone is around and you can choose what the agent does when a customer needs a person after hours.

New

Enterprise workspaces can connect a SAML identity provider so people sign in through their company's single sign-on and join the right workspace automatically; every plan can now verify its email domains and choose which sign-in methods it accepts.

New

Enterprise admins can see who changed what, and when, under Settings → Audit log, including any access by Fruxon staff, and can filter it and export it for compliance reviews.

New

The Inbox now lists the questions customers ask that no knowledge base answers yet, most-asked first, so you can write the missing answer once and every agent picks it up.

New

Build agents on the latest models, including Claude Fable 5.1, Opus 5.5 and Sonnet 5.5, GPT-6.1 Sol, GPT-6 Sol and Luna, and Gemini 3.8 Flash, while models their providers have retired leave the list.

Improved

Signing in by email now uses a six-digit code you type on the same screen, instead of a link that had to be opened in the same browser.

Improved

When an agent can't finish a reply to a customer because of an error, the conversation now goes to a person on your team and the customer is told, so nobody waits for a reply that never comes.

Fixed

Agents no longer send duplicate or overlapping replies when a customer sends several messages in quick succession.

Breaking

Personal access tokens now always expire within 365 days. Tokens that were set to never expire get an expiry 30 days from now, and you'll get a reminder email before it hits — rotate them to keep access. Service account tokens are not affected.

Sep 21, 2026

v0.34.0

v0.34.0

Sep 21, 2026

Self-Building Knowledge & Safer Tests

Knowledge bases can now write, de-duplicate and route themselves for review straight from your support conversations. Testing got closer to production too: replay any real customer turn against your draft, safely, without leaving the editor.

New

Build a knowledge base straight from your support conversations by answering a few questions (your product, language, categories and scan schedule), and Fruxon sets up and runs the agents that turn those chats into articles.

New

Keep a knowledge base clean with a new Quality tab that finds near-duplicate articles, shows you each group, and merges the ones you approve, on demand or daily.

New

Review new articles before they go live, with a review queue flagged on the Knowledge menu, a full revision history, the conversations each article was learned from, and a box where you just describe what is wrong and the article is rewritten for you.

New

Click "Test from here" on any customer message in a conversation to replay that moment in the Test lab against your unpublished draft, rewind to retry a turn, and approve each action the agent tries to take so nothing reaches real systems by accident.

Improved

Test an agent in the editor exactly the way customers reach it (as a conversation, a trigger or a single run), with the reply appearing as it is written and the option to send files and images just like a real customer.

New

Sign in with Microsoft (work, school or personal accounts) or with a one-time link sent to your email.

New

Point an automation at a Google Sheet or a PostgreSQL table, and it will work through each row and write its answer back into that same row.

Improved

When your quality judge rejects every reply an agent drafts, the customer is now handed to a teammate with a clear notice instead of receiving no reply, and judges can take the agent's instructions and earlier conversation into account.

Improved

The "Awaiting a human" queue now says which customer and conversation each escalation is about and what they need, clears items once someone has answered the customer, and no longer fills up with Test lab rehearsals.

Fixed

Paying workspaces no longer drop to zero credits for about an hour at each renewal, which had been pausing production agents while the payment was still being processed.

Sep 7, 2026

v0.33.0

v0.33.0

Sep 7, 2026

Batch Outcomes & Studio Polish

Batch questions now tell people how their work turned out, operators can act on work in bulk, and a failed payment surfaces a clear fix. The agent studio gets smoother editing and clearer change notes.

New

You now hear back when batch work finishes: the conversation receives a closing notice in the person's language, and automation owners get a daily email digest of finished, set-aside, and stuck items.

New

In the Work view, operators can re-drive or ignore several items at once, and see a link to the shared file an agent built for a batch.

New

Admins can now review membership history — invitations, role changes, and ownership changes — under Settings → Team.

New

A banner now appears across the app when a payment fails, with a one-click path to pay so a declined card doesn't quietly end your plan.

Improved

Version notes now draft themselves when the deploy dialog opens, showing exactly what changed and why, so you can review instead of starting from a blank box.

Improved

Discard and reset prompts now name exactly what changed — such as which tool or parameter — so you know what you're undoing.

Improved

The studio is snappier: parameter names keep up with your typing, and the editor no longer drops your cursor mid-edit.

Fixed

Workspaces now stay reachable and correct across regions — the switcher, workspace settings, and live streams all follow a workspace to its own region.

Fixed

Connected accounts like Google and Outlook no longer silently disconnect when two token refreshes happen at once.

Fixed

The SAP integration's skip SSL validation setting now actually applies.

Aug 24, 2026

v0.32.0

v0.32.0

Aug 24, 2026

Fallback Providers & Business Plus

Agents can now fall back to another provider when a primary model is unavailable, and a new Business Plus plan sits between Business and Scale. Also new automation question controls, an "Open on my app" widget preview, clearer tool results, and several fixes.

New

Configure a fallback provider for a step's LLM call, so agents keep working when a primary model (such as Gemini) is overloaded or unavailable.

New

Get more headroom with a new Business Plus plan that sits between Business and Scale in the upgrade flow.

New

Choose how an automation asks a question — as a direct message or in a conversation held by an agent.

New

Preview your widget on your own site with "Open on my app", so you can see the draft in a real session before publishing.

Improved

Tool run results now render faithfully — JSON stays structured, plain text stays text, and file outputs become downloadable links.

Fixed

Vertex embedding models now appear when your Gemini credential is borrowed under the Vertex provider, so you're no longer stuck with an empty model list.

Fixed

The post-deploy summary now lists every channel an agent answers on, including shared channels like Slack, Teams, and WhatsApp.

Fixed

Saving an automation no longer silently reverts a conversation-backed question to a direct message.

Aug 10, 2026

v0.31.0

v0.31.0

Aug 10, 2026

Directory Redesign, Widget Undo & WhatsApp Fixes

The Directory gets a streamlined two-tab layout with searchable group filters and enrollment visibility. The widget studio gains undo/redo, and automations get a dedicated instructions editor. Plus critical fixes for double replies on WhatsApp and lost messages during console handoff.

New

Automations now have a dedicated instructions card — describe what the agent should do on each trigger, with payload placeholders woven inline.

New

The widget studio now supports undo, redo, and revert for local drafts — experiment freely and step back through up to 50 changes, with keyboard shortcuts and automatic coalescing of rapid edits.

Improved

The Directory is now two tabs — Contacts and Environments — with People and Groups merged into a single Contacts list filterable by kind. Old tab links keep working.

Improved

Environment groups are now visible, editable, and filterable. Create or edit an environment's group with a free-solo picker, filter the list by group chips, and share filtered views via URL.

Improved

The Directory now shows which contacts are enrolled and which are not yet served by AI, with dedicated filters for both.

Improved

When you're denied access to an agent, the error now tells you which Application to request access from and whether you already have a pending request.

Fixed

WhatsApp customers no longer receive double replies — enrolling a participant now properly stands down the existing bot, and enrolling before the first message no longer silently fails.

Fixed

Messages received while a conversation is queued for a human are no longer lost — they now appear in the transcript when the console is handed back.

Jul 27, 2026

v0.30.0

v0.30.0

Jul 27, 2026

Vertex Gemini, Budget Overhaul & Consult Fixes

Gemini models are now available on Vertex AI alongside a redesigned agent budget experience with at-a-glance spend chips, window tooltips, and cap-exhaustion banners. Plus important fixes for Agent Network consults, deleted integrations, and participant autocomplete.

New

Gemini models are now available on Vertex AI — configure a single GCP credential and pick from Gemini models alongside Claude and open models in the unified model picker.

New

A spend cap banner now alerts you when an enforced budget is near or exceeded, with a one-click action to adjust limits — so paused runs are never a surprise.

Improved

Agent budget management has been redesigned: a sleek hero chip shows your tightest cap at a glance, hovering lists all three spend windows (daily/weekly/monthly) with used/cap and percentages, and an inline drawer editor replaces the metrics grid card.

Improved

The Dev spend bucket is now clearly labeled on budget chips and banners, so you never mistake test usage for production spend.

Improved

The environment selector is now an in-place scope on the agent overview page — switch environments without leaving the page, with old deep links preserved.

Improved

The memory 'Visible to' column now shows participant avatars and display names instead of raw identifiers.

Fixed

Agent Network consults no longer get stuck with orphaned topics or missing tools, and internal interject notices can no longer leak into participant conversations.

Fixed

Deleting an integration config no longer breaks the agents that used it — their runs carry on without it.

Fixed

The advisor participant autocomplete no longer shows ghost or stale options when multiple contacts share the same display name.

Jul 20, 2026

v0.29.3

v0.29.3

Jul 20, 2026

Vertex Unified Models, Outlook Filters & Studio Refinements

Vertex AI now shares one credential across Claude and open models with a family-grouped picker, Outlook email search gets structured filters, agents can update knowledge base documents, and the Studio gets inline roster editing, a reorganized config panel, and fuller step detail.

New

Outlook email search now uses structured filters — sender, date range, read state, attachments, importance, and sort order — instead of keyword-only search.

New

Agents can update existing knowledge base documents with the new update_knowledge_document tool, merging new knowledge while preserving provenance.

New

Vertex AI now shares a single GCP credential across both Claude and open models — configure once and access all Vertex-hosted models from a unified model picker organized by family.

New

Operators can edit team members' expertise inline and peek at full profiles directly from the Application roster, without navigating to the Directory.

New

Custom integrations can now support credential testing, so operators can verify connections before publishing.

Improved

The agent configuration panel has been reorganized into five logical groups — Instructions, Model & Capabilities, Memory & Context, Collaboration, Output & Quality — for a clearer editing experience.

Improved

Opening a step in an earlier conversation now shows its full tool inputs, outputs, and model detail.

Fixed

Expanding a step detail panel no longer causes the chat to auto-scroll to the bottom.

Fixed

The network topology map for large Applications now correctly shows all member agents and their participants instead of being silently truncated.

Jul 16, 2026

v0.29.2

v0.29.2

Jul 16, 2026

Flexible Top-Ups, Directory Search & Asset Descriptions

Top-ups are now pay-as-you-go with a flexible amount picker, the billing section clearly separates subscription and top-up runs with independent alerts, and you can search the people directory by phone or email. Plus asset descriptions give agents better context about your knowledge bases.

New

Top-ups are now flexible — choose exactly how many runs to buy at a flat per-run rate instead of fixed packs, with quick-pick presets and a custom amount option.

New

Plan usage alerts notify you by email as you near your monthly run allowance, with a separate toggle from the low-balance top-up alert.

New

Scheduled downgrades appear as a banner on your billing card with a one-click cancel action, so your next plan change is always visible.

Improved

Search the people directory by phone number, email, or chat handle — not just name — and filter the roster by environment.

New

Add descriptions to your knowledge assets so agents know what each one contains and when to use it.

New

GitHub and GitLab RAG assets now support file filtering with include/exclude patterns, so agents only index the files you specify.

Improved

The billing section now clearly separates monthly subscription runs from durable top-up runs, each with its own balance display and alert controls.

Fixed

Checkout no longer gets stuck on 'Adding your runs…' after a successful payment — the confirmation dialog always resolves with your updated balance.

Fixed

Editing a participant's profile now properly saves all changes, including address pauses and cleared profile fields that were previously lost.

Jul 13, 2026

v0.29.1

v0.29.1

Jul 13, 2026

Microsoft 365, TexterChat Tools & Knowledge Bases

Four new Microsoft integrations bring files, lists, and work items into agent workflows, TexterChat gets a full agent-facing API toolset, and the new Knowledge Bases page lets you author and publish searchable knowledge. Plus a unified People directory, execution trace timing, and important fixes for message ordering and support case resolution.

New

Microsoft 365 integrations — SharePoint, OneDrive, Excel, and Azure DevOps are now available with agent tools for files, lists, work items, and pipelines.

New

TexterChat agent tools — 21 new API tools let agents send messages, manage chats, labels, and WhatsApp templates directly.

New

Knowledge base authoring — create, edit, and publish knowledge bases your agents can search, from the new Knowledge page.

New

Environment agent context — add grounding instructions that every agent in an environment follows, for domain-aware behavior.

Improved

Unified People directory in Applications — grant access, change roles, and manage escalation from a single tab.

Improved

Message arrival time now appears in execution traces, showing when a message arrived and how long it waited before processing.

Improved

Agent page navigation is now seamless — the sidebar stays visible while pages load instead of flashing a full-screen spinner.

Fixed

Messages sent in rapid bursts now arrive in the correct order.

Fixed

Support cases start a fresh conversation after resolution, preventing agents from re-reading closed case history.

Jul 6, 2026

v0.29.0

v0.29.0

Jul 6, 2026

Operator Escalation & Application Management

Operators get a full escalation queue with availability controls, the agent sees live bridge status and can withdraw escalations, and Applications gain readiness setup, KPIs, channel routing, and member management.

New

Operators now have an "Awaiting a human" escalation queue showing all active takeovers and unhandled escalations, with one-click actions to take over, assign, hand back, resolve, or mark as followed up — so no customer handoff falls through the cracks.

New

Operators can set their availability (Available/Away) right from the operator list, and the escalation system automatically routes around unavailable operators, with live conversation load visible per operator.

New

The agent now sees live escalation bridge status (operator paged, engaged, unanswered, handed back) and can withdraw a pending escalation with the new withdraw_escalation tool if the customer changes their mind.

New

Per-Application support KPIs are now available — containment rate, escalation rate, time-to-human, operator load, and cost-per-resolved — so support teams can measure and improve AI handoff performance.

New

Application setup now includes a readiness checklist guiding you from agent → channel → operators, with a one-click debug console launcher scoped to that specific Application.

Improved

Operator escalation pings are now a scannable triage card — showing customer identity, what the agent already tried, and only the most recent conversation turns — instead of a wall of text that could pull in days-old history.

Improved

The "Waiting on human" activity badge now correctly counts both pending approvals and escalations, and deep-links directly to the escalation queue.

Improved

You can now classify Directory participants as Customer or Team member, see per-Application role badges on each person, and view every Application a person belongs to from their profile.

Improved

The Application network map now scopes to the current Application by default, so you only see your own wiring instead of the entire tenant topology.

Fixed

The agent editor no longer hangs on loading skeletons when opened via client-side navigation, and no longer resurrects old parked tickets when a conversation is explicitly closed.

Jun 29, 2026

v0.28.0

v0.28.0

Jun 29, 2026

Ticket Lifecycle, Billing & Operator Enrichment

Agents can now reopen resolved tickets and operators can resolve them with /resolve, profile enrichment gives agents context from the first message, and the Stripe Customer Portal plus credit alerts make billing self-service.

New

Agents can now reopen resolved tickets within 48 hours, so customers can resume a solved issue and agents can undo premature closures.

New

Human operators can resolve tickets with /resolve, properly closing the ticket with an optional outcome summary instead of just releasing it.

New

Operators can now enrich participant profiles (area, bio, description) when approving access requests, giving agents immediate context from the first message.

New

Stripe Customer Portal is now available — manage payment methods and view invoices directly from the Run Credits card.

Improved

A low run-credit warning banner now appears in the dashboard to alert you before credits run out.

Improved

The topics pane on the conversations page is now resizable, with your width preference persisted between sessions.

Improved

The agent builder's topic-switching toggle is now clearly labeled "Ticket management" with a description of the open/resolve/reopen lifecycle.

Fixed

Per-config webhooks (Telegram, etc.) no longer get stranded in a broken state after a failed activation — rotating the URL now re-registers it automatically.

Fixed

The buy-credits card now shows correct per-run pricing and savings percentages.

Jun 22, 2026

v0.27.0

v0.27.0

Jun 22, 2026

Zoho CRM, Pipelines & Execution Visibility

Zoho CRM now supports creating, updating, and searching across all core modules, agents can launch pre-configured collection pipelines, and execution traces show exactly who a paused run is waiting for.

New

Zoho CRM integration now includes full create, update, and search capabilities across Leads, Contacts, Deals, and Accounts — no longer read-only.

New

Agents can now launch pre-configured collection pipelines with the new start_pipeline tool, alongside the existing inline run_pipeline shortcut.

New

Execution traces now show exactly who a paused run is waiting for, with a deep-link to the conversation thread or approval inbox.

Improved

Chat agents now default to session-on for new steps, so conversations remember context without manual configuration.

Improved

Agent overview now shows readiness banners when a connected agent has network consultation or session memory turned off.

Improved

The Network Map now shows participant roles, descriptions, and agent integration logos directly on the canvas and in the node inspector.

Improved

Pipeline builder now includes asset pickers, a shared skip filter editor, and clearer sink configuration for a smoother setup experience.

Fixed

Zoho CRM connections now work correctly — API calls no longer fail with authorization errors.

Fixed

Agent memory writes in sandbox test runs no longer leak into the agent's real long-term memory.

Fixed

The Add asset button in agent steps is now always visible when editing, even before any assets are attached.

Jun 8, 2026

v0.26.0

v0.26.0

Jun 8, 2026

Async Agents & New Integrations

Agents can now run tasks in the background and delegate work to other agents, while new integrations and a redesigned agent network hub make it easier to connect and coordinate across your stack.

New

Agents can now run steps asynchronously in the background — long-running tasks park and resume automatically without blocking a conversation.

New

Agents can delegate subtasks to other agents in parallel, with results fanned back in when all branches complete.

New

A new Consult Network tab in the agent editor lets you manage which agents an agent can consult, and add peers in one step.

New

New integrations added: Priority Software ERP, Google Ad Manager, Meta Pages, Better Stack (incident webhooks), and QuickBooks Online.

New

Vertex AI provider added, enabling Claude models hosted on Google Cloud.

Improved

The agent studio now shows a live notice when a teammate publishes a new revision or deploys while you're editing, keeping your team in sync.

Improved

Execution traces can now be expanded inline, and the Events tab links directly to the executions a trigger delivery produced.

Fixed

AI provider errors (including quota and billing limits) are now surfaced with the real error message instead of a generic 'internal error'.

Fixed

API keys and personal access tokens now notify the owner before expiry to prevent unexpected access loss.

Jun 1, 2026

v0.25.0

v0.25.0

Jun 1, 2026

Triggers, Tokens & Sandbox

This release brings a redesigned API access model with service accounts and personal tokens, a new sandbox data generation workflow, and major trigger improvements including live event testing and email triggers.

New

Test your triggers against real recent events directly in the trigger detail page — supports Gmail, Outlook, and Slack sources.

New

Outlook email trigger is now available, joining Gmail on a shared polling core so you can react to incoming emails from either provider.

New

API access has been redesigned with dedicated Service Accounts and Personal Access Tokens pages, using standard Bearer authentication and scoped credential management.

New

Tokens are now auto-revoked if exposed in a GitHub repository, via the GitHub secret-scanning partner program.

New

Sandbox now supports generating realistic seed data from a plain-language description, plus execution-scoped snapshots and a diff view to see what changed.

New

Participant avatars can now be synced directly from their connected channel, with automatic sync when a new channel is added.

Improved

Trigger events now have a dedicated Events tab showing a 24-hour delivery summary, making it easier to monitor trigger activity at a glance.

Improved

The Agent Network map now defaults to a tenant-wide view and shows integration logos on trigger nodes, with clickable links to config pages.

Fixed

Slack DMs, Telegram chat IDs, and per-config webhook URLs now route correctly for outbound trigger destinations.

Fixed

The integration OAuth popup no longer hangs after returning from the provider.

May 25, 2026

v0.24.0

v0.24.0

May 25, 2026

Agent Network & Secrets Vault

A major release introducing a fully redesigned Agent Network with participants, triggers, and channel management; a workspace-wide secrets vault; and live draft editing so changes sync instantly across browser tabs.

New

Agent Network tab lets you define Participants (the people or systems your agent talks to), configure inbound Triggers from integrations like Slack or Telegram, and map payload fields to agent parameters — all from one place.

New

Tenant Secrets Vault lets you store sensitive credentials centrally, reference them anywhere with {{secret.X}} placeholders, and track every access in a credential audit log.

New

Agent Studio now autosaves a live draft as you edit, with server-backed undo/redo and real-time sync across tabs so you never lose work.

New

Per-agent Production / Dev usage toggle lets you view execution stats, costs, and recent runs scoped to either your live or development environment.

New

Per-origin agent budgets prevent cost bleed between production and dev runs, with a dedicated budget panel in the Studio overview.

New

Integration configs are now encrypted at rest with a key unique to your workspace, and you can pin API tool calls to a specific egress country for data-residency requirements.

New

Per-API-key activity log with full-text search, infinite scroll, and a configurable retention window so you can audit exactly how each key is being used.

Improved

Test chats in Studio are now saved, metered against your test budget, and update live, so conversations survive page reloads.

Improved

Integration config pages now include connection testers for Slack, Teams, Twilio, Dialog360, and more, so you can verify credentials before going live.

Fixed

Evaluation runs that failed during preparation or queuing now correctly roll back, preventing stuck pending entries in your evaluation history.

May 18, 2026

v0.23.0

v0.23.0

May 18, 2026

API Keys, Integrations & LLM Configs

This release brings scoped API keys with full audit history, workspace-level model and integration configuration, and a redesigned agent studio experience with inline quality checks and smarter credential handling.

New

Scoped API keys let you mint keys with specific permissions (e.g. agents:test, mcp:invoke, inbound:deliver), rotate them with override options, and view a full audit history of mint, rotate, and revoke events.

New

Workspace-level model configs replace per-agent settings — define your model credentials once and reuse them across agents, with revision history and author attribution.

New

Integration configurations now support OAuth scope selection, application-level OAuth credentials, per-agent bindings, and sandbox routing at the credential level — plus the ability to delete custom integrations.

New

Microsoft Outlook is now available as an integration via the Microsoft Graph API.

New

Inline LLM-as-judge quality checks can now be added directly to agent steps, giving you automatic feedback loops without leaving the agent studio.

New

The CLI login flow (fruxon login) is now supported with a browser-based OAuth poll page and scope preset selection for key approval.

New

Hugging Face is now supported as a self-hosted LLM provider using the OpenAI-compatible API.

Improved

The agent studio's integration and knowledge base configuration has been simplified — tenant connections are now shown as cards with inline pinning, and LLM config is selected from a shared dropdown instead of an inline editor.

Improved

File assets now support drag-and-drop upload, vectorization toggling, LLM config-based embedding selection, and a searchable asset list with status indicators.

Fixed

User invitation emails were being compared case-sensitively, causing some users to be incorrectly blocked or duplicated — email matching is now case-insensitive throughout the invitation workflow.

May 11, 2026

v0.22.0

v0.22.0

May 11, 2026

External Agents & Observability

This release brings support for connecting and running external agents from platforms like CrewAI and LangGraph, a new observability panel for tracing, major chat experience improvements, and several data source enhancements.

New

Connect and run agents from external platforms (CrewAI, LangGraph, and others) directly within the agent studio, with parameter overrides and gateway routing.

New

New Observability panel in Agent Studio lets you set up OTLP tracing and monitor real-time ingest health for your agents.

New

Data sources now support an OAuth "Connect" flow, scheduled rescanning for poll-based auto-update, and webhook-triggered updates — making it easier to keep your knowledge base fresh.

New

Google Custom Search is now available as a built-in integration for your agents.

New

Integration configurations and MCP servers can now be set up once for the whole workspace and shared across agents.

Improved

Chat now shows live inline step details as agents work, with a streaming cursor, expandable tool traces, and smoother real-time rendering.

Improved

Asset configuration panels now display embedding error categories and usage meters even when no budget is set, making it easier to diagnose issues.

Improved

Agents now persist activated skills across conversation turns, so context is maintained throughout a session.

Fixed

Tool calls now appear in chat the moment they happen, instead of after a delay.

Fixed

Fixed a crash in the Prompt Editor when inserting assets, and resolved a stack overflow in Agent Studio.

May 4, 2026

v0.21.0

v0.21.0

May 4, 2026

Agent Memory, Sessions & Evaluation

This release brings persistent agent memory, smarter session management, and a significantly improved evaluation experience with deeper metrics, dataset management, and sandbox controls.

New

Agents can now store and search persistent memories across conversations, giving them context that carries over between sessions.

New

Session history can now be configured per step, including summarization and a 'last N turns' strategy to control how much context agents retain.

New

Evaluation datasets are now scoped to individual agents, making it easier to organize and manage test samples without cross-agent clutter.

New

You can now tag execution results into multiple datasets at once directly from the execution history panel.

New

Evaluation runs now display per-sample and total run duration, plus cost and runtime as informational signals alongside quality scores.

New

Mercury banking and Bright Data are now available as integrations.

New

DeepSeek and Grok models now support streaming responses.

Improved

The deploy dialog now shows the latest evaluation result for the current revision upfront, so you can review quality before deploying.

Improved

Agent steps now support a configurable maximum tool loop limit, preventing runaway tool chains.

Fixed

Sandbox mode no longer falls back to real database connections for tools that lack user-configured credentials, preventing unintended data access.

Apr 27, 2026

v0.20.0

v0.20.0

Apr 27, 2026

Evaluation, Sandbox & HITL Upgrades

This release brings a fully sandboxed evaluation workflow, deeper human-in-the-loop controls, and a new Read-Through sandbox mode — making it safer and easier to test and deploy agents with confidence.

New

Evaluations now run in sandbox mode, blocking deployment if any integration falls back to production credentials, so you can test agents without touching real systems.

New

A new Read-Through sandbox mode lets integrations fetch real data during evaluations while still preventing writes, giving you more realistic test results safely.

New

Human-in-the-loop approvals now show the outbound message and requester identity in the trace view, and correctly resume multi-step workflows across multiple approval cycles.

New

GPT-5.5 and GPT-5.5 Pro models are now available, along with reasoning parameter support and default token limits across all supported models.

New

Agents you delete are now soft-deleted with a 7-day grace period, keeping the card visible with a clear deletion banner so you can recover them before they're permanently removed.

Improved

The evaluation samples table now supports sorting and tag filtering, with sticky headers and copy-to-clipboard on JSON results for easier review.

Improved

Budget validation now enforces that daily limits cannot exceed monthly, and monthly cannot exceed lifetime, preventing invalid budget configurations from being saved.

Fixed

Execution history no longer returns 404 errors when viewing incomplete runs, and outbound delivery failures are now surfaced clearly in the status indicator.

Fixed

Asset display name changes and budget exceeded email notifications are now reliably delivered, and budget notifications are correctly scoped to the current workspace admins only.

Apr 20, 2026

v0.19.0

v0.19.0

Apr 20, 2026

Human Approval, Webhooks & New Integrations

This release introduces human-in-the-loop approval for tool executions, websites as a knowledge source, and new GitLab and Gong integrations. Execution history, knowledge base management, and the trace viewer all received significant improvements.

New

Human-in-the-loop (HITL) approval: agents can now pause and request human sign-off before executing a tool, with approval delivered via your connected chat channels and status visible live in the execution trace.

New

GitLab and Gong integrations are now available, joining the existing library of connected services.

New

Website knowledge source: you can now add a website as a knowledge base asset using Firecrawl-powered web scraping, with automatic updates via webhook.

New

Confluence knowledge base assets now support automatic re-ingestion when content changes via webhook.

New

Execution history can now be filtered by agent version, making it easier to compare behavior across releases.

New

Agent cost over time is now displayed as an interactive line chart with selectable time ranges, including an "All time" view.

Improved

Knowledge base documents now load as you scroll, can be searched across the whole knowledge base, and can be deleted one at a time.

Improved

Organization settings and the signup flow now include a website field for your company profile.

Improved

Execution traces now poll for updates while an execution is in progress and display a live wait timer when a human approval is pending.

Fixed

Re-ingesting a knowledge base asset now refreshes the operations list right away, and budget changes on the asset page save correctly.

Apr 13, 2026

v0.18.0

v0.18.0

Apr 13, 2026

Knowledge Base & New AI Models

This release introduces a fully featured Knowledge Base system for connecting and indexing your data sources, along with support for new AI models and providers. You also get better visibility into long-running operations and improved environment-level analytics.

New

Connect and index data sources (Google Drive, Confluence, GitHub, GitLab, Jira, Notion, Zendesk, GCS) as Knowledge Bases to give your agents access to your own content.

New

Track ingestion progress in real time with a new Operations tab showing status, progress bar, and processed item counts for each Knowledge Base.

New

DeepSeek, Cohere, and Voyage AI are now supported as AI model and embedding providers.

New

Cancel long-running Knowledge Base operations directly from the UI.

New

Filter agent execution history and analytics by environment, and see per-environment execution summaries on the Agent Overview page.

Improved

The Knowledge Base setup flow now supports configuring authentication methods (OAuth2, API key, etc.) and custom embedding models per data source.

Improved

Destination selection for agent outbound routes now uses a dropdown populated with known chats, reducing manual entry errors.

Apr 6, 2026

v0.17.0

v0.17.0

Apr 6, 2026

New Integrations & Reliability Improvements

This release adds Apollo.io and G2 as new integrations, fixes an OAuth bug that could affect connected accounts, and brings several reliability and usability improvements across the platform.

New

Apollo.io integration is now available, with tools for enrichment, search, CRM, and sequence management.

New

G2 integration is now available, with tools for reviews, products, categories, and buyer intent data.

New

Agents can now detect and break out of circular tool call loops, preventing runaway executions.

Fixed

Fixed a bug where disconnecting an OAuth integration could accidentally remove unrelated connected accounts or lose scopes.

Improved

Multiline text input fields are now supported in integration configuration forms, making it easier to enter longer values.

Improved

Unsaved changes to Connectors and Integration Configurations now prompt a warning before leaving, so work is no longer lost accidentally.

Improved

Agent filtering and tag management are now available, making it easier to organize and find agents.

Mar 30, 2026

v0.16.0

v0.16.0

Mar 30, 2026

Skills System & GCP Launch

Introducing agent skills for reusable capabilities and new Google Cloud Platform integrations for enterprise workflows.

New

Agent skills system allows you to create reusable tools that can be activated across multiple agents

New

Import skills directly from GitHub repositories with automatic markdown-to-skill conversion

New

Google Cloud Platform integrations for BigQuery and Cloud Logging with shared service account authentication

New

ClaudeBox code execution environment for running complex workflows with file operations

New

Python tool support for custom script execution within agent workflows

New

Asset management system for organizing and reusing knowledge base files across agents

Improved

Enhanced error tracking in execution traces provides better debugging visibility

Improved

Agent workflow validation now prevents saving flows without proper node configuration

Mar 23, 2026

v0.15.0

v0.15.0

Mar 23, 2026

Code Execution & Cost Tracking

Added secure Python code execution in sandbox environments and comprehensive cost tracking with model usage breakdowns.

New

Execute Python code securely in isolated sandbox environments with file input/output support

New

View detailed cost breakdowns by AI model in the Agent Overview with per-model usage statistics

New

Track token usage and costs across all agent executions with monthly aggregation

New

Added support for GPT-5.4 Mini and Nano models with updated pricing

Improved

Enhanced execution tracing to properly show tool calls as children of LLM steps

Mar 16, 2026

v0.14.0

v0.14.0

Mar 16, 2026

Agent Management & MCP Integration

Streamlined agent lifecycle management with new activation controls and introduced MCP (Model Context Protocol) support for expanded tool integrations.

New

Added MCP (Model Context Protocol) integration support for importing and executing tools from external services

New

Introduced agent budget management with automatic enforcement to prevent cost overruns

New

Added AI-powered version note generation to automatically document workflow changes

Improved

Replaced agent deletion with activation/deactivation controls for better lifecycle management

Improved

Redesigned Agent Overview as an interactive dashboard with draggable, resizable sections

Improved

Enhanced tool management with better authentication methods and configuration options

Improved

Added organization deletion lifecycle with email notifications and cancellation options

Mar 9, 2026

v0.13.0

v0.13.0

Mar 9, 2026

Team Management & New Integrations

Enhanced team collaboration features with role-based permissions and alert preferences, plus 10+ new platform integrations including Microsoft Teams, Shopify, and AWS Bedrock.

New

Added role-based team management with admin, editor, and viewer permissions

New

Added per-collaborator alert preferences to control workflow notifications

New

Added Shopify, Stripe, Intercom, ClickUp, Typeform, and Calendly integrations

New

Added AWS Bedrock AI provider with Amazon Nova models

New

Added xAI Grok provider with image and video generation capabilities

New

Added GPT-5 series models (GPT-5.4, GPT-5.1, GPT-5) to OpenAI provider

Improved

Improved language detection with better support for Arabic and Cyrillic scripts

Fixed

Fixed admin users from accidentally disabling their own account alerts

Mar 3, 2026

v0.12.0

v0.12.0

Mar 3, 2026

Copilot Launch & New Integrations

Introducing Copilot, our AI-powered workflow builder, plus new integrations for Microsoft Teams, Asana, Stripe, and financial data providers.

New

Copilot AI assistant helps you build and configure workflows through natural conversation

New

Microsoft Teams integration supports both sending and receiving messages in channels

New

Asana integration with 18 tools for managing projects, tasks, and team collaboration

New

Stripe integration for handling payments, subscriptions, and e-commerce operations

New

Financial Modeling Prep integration replaces Finnhub with expanded financial data tools

New

Google Ads integration with 14 tools for campaign management and advertising optimization

Improved

Better error messages when AI provider issues occur during workflow execution

Improved

Webhook setup now includes detailed manual configuration instructions

Feb 21, 2026

v0.11.0

v0.11.0

Feb 21, 2026

12 New Integrations

Connect your agents to Salesforce, Zendesk, Linear, databases, and more — all with pre-built tools ready to use.

New

Salesforce CRM — 24 pre-built API tools

New

Zendesk Support — tickets, users, and organization management

New

Linear — issues, projects, and team management

New

Monday.com — boards, items, and updates

New

Database integrations — PostgreSQL, MySQL, and MongoDB with read/write tools

New

Confluence — pages, spaces, and search

New

Grafana, Coralogix, and Mixpanel for observability workflows

New

SAP S/4HANA and SAP Business One for enterprise ERP

Improved

Redesigned integrations page for easier discovery and setup

Feb 14, 2026

v0.10.0

v0.10.0

Feb 14, 2026

New Models & Platform Improvements

Support for the latest AI models, better theming, and quality-of-life improvements across the platform.

New

Gemini 3.1 Pro and Claude Sonnet 4.6 model support

New

Zoho CRM integration with OAuth

New

Google Maps Platform integration

New

System, Light, and Dark theme toggle

Improved

Database tools now enforce strict SQL guards for safer queries

Fixed

Google sign-in no longer hangs for users with ad blockers