Catch up on what shipped.

A dated note for each week that reached production, written for the engineer who builds on Levain: what changed, and what it lets you do.

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Entries are written when a change reaches production, not when it merges, and every call named here is in the documentation.

2026-10-09

Work from your phone with a bottom tab bar

On a phone, Home, Goals, Agents and Knowledge sit in a tab bar at the bottom of the screen, with everything else under More. The bar clears the home indicator and steps aside while you type, like a native app.
levain-sdk and levain-cli release to PyPI with every change that reaches production, so the package you install matches the platform it talks to.

2026-09-26

The agents you publish for your customers sit on the Agents page under your workspace agents, with the same overview, recipe, runs, config and usage views. Build and publish them from there.
Edit an org agent from Claude through the MCP, addressed as org:<slug>: fork a draft, push, verify, publish, the same loop as a workspace agent.
Belong to more than one organization and sign-in asks which one; the account menu lists every organization and workspace, so switching is one click.

2026-09-10

The run event stream and the SDK carry text as it is generated, so a session in your own interface reads like a chat instead of arriving in blocks.
Create a customer workspace with an external_id and the call is idempotent: the same id returns the same workspace, so a retried provisioning job never makes two.
Hand a headless workspace an MCP server and its credential through the organization API; no one has to sit through an OAuth flow.
Wiki search ranks pages by meaning as well as by matching words.
Claude Fable 5.1 is in the model catalog.

2026-09-04

Read a workspace's usage for the month in a shape a billing system takes, and bill your customer from it.
Export a workspace's run records, with a view you can show the customer the agent acted for.
Subscribe to a run as an AG-UI event stream and render it in your own interface with the toolkit you already use.
Send a customer a hosted connect link and they connect their own tools to their workspace; you never handle the credentials.
Pin a workspace to an agent version and roll it back, or roll a new version out to one customer before the rest.
Cap a workspace's spend and its concurrent runs, and delete a workspace with one call.

Before weekly entries, one line per change. The changes you can call from the API come first in each month.

2026-08-27 Look up every organization call, and the embedded-agents guides, in the documentation.
2026-08-14 Set a customer workspace to suspended and its schedules stop; set it active and they resume.
2026-08-14 Hand a customer's credentials to their workspace through the organization API.
2026-08-13 Subscribe to organization events, read the delivery history, and replay a delivery.
2026-08-13 Publish an agent version to your organization and promote it into a customer workspace.
2026-08-13 Pay from one pool, top up automatically, get warned before it runs low, and read month-to-date spend per workspace.
2026-08-12 Issue an organization API key, and open a customer workspace in one call.
2026-08-29 Reply to an agent in the Slack thread it posted in.
2026-08-28 Pay for Levain through Shopify billing when you install from the Shopify App Store.
2026-08-20 Write an agent from a Claude Code session, and sign the CLI in from a browser instead of pasting a key.
2026-08-18 Verify an agent version before you publish it: deterministic checks first, a review pass after.
2026-08-17 Switch between customer workspaces in the organization console and read each one's usage.

2026-07-13 Agents query your synced app data directly, scoped to their own workspace.
2026-07-02 Compare every model by provider, with its price, in the documentation.
2026-07-26 Run OpenAI models alongside Anthropic and Amazon Bedrock.
2026-07-25 Leave Shopify data-request and deletion webhooks to us, and keep personal fields out of synced order data.
2026-07-20 Agents use every integration connected in their workspace.
2026-07-17 Set an extra-usage limit above your plan's credits, and read usage per agent.
2026-07-08 Spend a monthly credit allowance on any plan, with the plan fee billed to your card.
2026-07-04 Adopt two managed agents: Revenue Analyst and E-commerce Analyst.
2026-07-03 Trigger an agent on a Shopify or Stripe event you pick.

2026-06-23 Send your Segment events to Levain and read them from an agent.
2026-06-03 Reach your agents from Claude and ChatGPT through the Levain MCP server.
2026-06-22 Connect Stripe, Shopify, Google Ads and Meta Ads; agents read the synced data.
2026-06-22 Agent replies stream into Slack threads as they are written.
2026-06-19 One agent calls another and waits for its answer.
2026-06-18 Send an agent a message while its run is still going.
2026-06-18 Get warned before your credits run out, and when a run is blocked.
2026-06-16 Adopt a Levain-operated agent into your own workspace.
2026-06-11 Agents act through your GitHub integration and post in Slack.

A free organization comes with a workspace to build in. Add your first customer when the agent is ready.

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