# Everruns 0.48.0: Agents in Slack and a stable Agent API > Sessions run as durable actors instead of workflows, the Agent API calls one agent from code, agents get one web search tool, and Slack agents take DMs. Source: Date: 2026-10-13 Products: Platform, Framework, CLI Category: Release ![Everruns 0.48.0 release card with the version number and its highlights](https://everruns.com/docs/_astro/card@2x.DOOX524X_29N13M.webp) ## Highlights * **Durable actor model replaces the workflow model**: Each session runs as a durable actor: a worker leases the session and runs the whole turn from its journal instead of per-step durable workflows, so turns survive worker and control-plane failures and a cancel ends only its own turn ([changelog](https://everruns.com/docs/changelog/2026-10-12-sessions-run-as-actors/), [#4608](https://github.com/everruns/everruns/pull/4608), [#4629](https://github.com/everruns/everruns/pull/4629), [#4642](https://github.com/everruns/everruns/pull/4642), [#4663](https://github.com/everruns/everruns/pull/4663)). * **Stable Agent API**: Call one agent from code with an Agent API key: create sessions, stream replies, answer its questions and approve its tools, with end users, browser origins and per-caller daily spending limits ([changelog](https://everruns.com/docs/changelog/2026-10-11-agent-api-channel/), [#4490](https://github.com/everruns/everruns/pull/4490), [#4508](https://github.com/everruns/everruns/pull/4508), [#4511](https://github.com/everruns/everruns/pull/4511), [#4514](https://github.com/everruns/everruns/pull/4514), [#4516](https://github.com/everruns/everruns/pull/4516), [#4527](https://github.com/everruns/everruns/pull/4527)). * **Web search tools**: One `web_search` tool backed by free search, Brave, Parallel, Cloudflare Web Search or the model provider’s native search, with organization search accounts and defaults and sentence-level citations ([changelog](https://everruns.com/docs/changelog/2026-10-12-one-web-search-tool/), [#4551](https://github.com/everruns/everruns/pull/4551), [#4605](https://github.com/everruns/everruns/pull/4605), [#4611](https://github.com/everruns/everruns/pull/4611), [#4614](https://github.com/everruns/everruns/pull/4614), [#4621](https://github.com/everruns/everruns/pull/4621), [#4625](https://github.com/everruns/everruns/pull/4625), [#4635](https://github.com/everruns/everruns/pull/4635), [#4643](https://github.com/everruns/everruns/pull/4643)). * **Agents in Slack**: One-click Slack apps take direct messages and answer them in the DM, store files sent with a message in the session, post scheduled turns to the conversation and use the agent’s avatar as the app icon ([changelog](https://everruns.com/docs/changelog/2026-10-13-slack-agents-dms-and-files/), [#4545](https://github.com/everruns/everruns/pull/4545), [#4597](https://github.com/everruns/everruns/pull/4597), [#4603](https://github.com/everruns/everruns/pull/4603), [#4641](https://github.com/everruns/everruns/pull/4641), [#4677](https://github.com/everruns/everruns/pull/4677)). ## Upgrade notes * `api_endpoint` channels convert to Agent API channels at startup with the same keys. Old request shapes return `400 api_endpoint_retired` and `/v1/apps/{app}/api/{channel}` routes return `410`; move clients to `/v1/channels/{channel_id}` ([#4527](https://github.com/everruns/everruns/pull/4527)). * Agents must give a reason for every change by default; an organization can turn the **Require reasons from agents** flag off to let such changes through with a warning ([#4552](https://github.com/everruns/everruns/pull/4552)). ## In the changelog * [Agent budgets stop turns before each model call](https://everruns.com/docs/changelog/2026-10-10-agent-budgets-enforced/) * [Agents must give a reason for every change by default](https://everruns.com/docs/changelog/2026-10-10-agent-change-reasons-required/) * [api\_endpoint channels convert to Agent API channels](https://everruns.com/docs/changelog/2026-10-10-api-endpoint-channels-converted/) * [Rate agent replies and branch a chat from any message](https://everruns.com/docs/changelog/2026-10-10-chat-feedback-and-branching/) * [ChatGPT plan connections no longer need a feature flag](https://everruns.com/docs/changelog/2026-10-10-chatgpt-plan-no-flag/) * [Everruns CLI help shows a worked example for every command](https://everruns.com/docs/changelog/2026-10-10-cli-worked-examples/) * [Outbound network policy modes, audit log and org allowlists](https://everruns.com/docs/changelog/2026-10-10-egress-policy-controls/) * [Explicit communication lets agents choose when to reply](https://everruns.com/docs/changelog/2026-10-10-explicit-communication/) * [GitHub triggers wake agents on CI results](https://everruns.com/docs/changelog/2026-10-10-github-ci-triggers/) * [Pick and configure guardrail checks in the agent editor](https://everruns.com/docs/changelog/2026-10-10-guardrail-checks-editor/) * [Built-in harnesses reorganized as a tree by use case](https://everruns.com/docs/changelog/2026-10-10-harness-tree/) * [Label MCP tools as read only or changes things](https://everruns.com/docs/changelog/2026-10-10-mcp-tool-risk-labels/) * [Add your own MCP servers and use them in chat](https://everruns.com/docs/changelog/2026-10-10-my-mcp-servers/) * [Everruns agents act as Poppy personal agents](https://everruns.com/docs/changelog/2026-10-10-poppy-personal-agents/) * [serve keeps daemon data in S3 and can require API keys](https://everruns.com/docs/changelog/2026-10-10-serve-bucket-store-and-auth/) * [Session SQL databases survive server restarts](https://everruns.com/docs/changelog/2026-10-10-session-sql-databases-persist/) * [Session Trace view replaces Transcript and Timeline](https://everruns.com/docs/changelog/2026-10-10-session-trace-view/) * [Tools in Shell runs an agent’s tools from Bashkit scripts](https://everruns.com/docs/changelog/2026-10-10-tools-in-shell/) * [Call one agent from code with an Agent API key](https://everruns.com/docs/changelog/2026-10-11-agent-api-channel/) * [Load Everruns workflow skills through MCP](https://everruns.com/docs/changelog/2026-10-11-mcp-workflow-skills/) * [Set an agent’s avatar from the CLI and MCP](https://everruns.com/docs/changelog/2026-10-12-agent-avatar-cli-mcp/) * [Choose where an agent’s GitHub App lives, and manage it from the CLI](https://everruns.com/docs/changelog/2026-10-12-agent-github-org-cli/) * [An agent’s GitHub App gets its own section, name and avatar step](https://everruns.com/docs/changelog/2026-10-12-agent-github-section/) * [Agents can cap output tokens per response](https://everruns.com/docs/changelog/2026-10-12-agent-max-output-tokens/) * [Agents can sync provider models with the Platform capability](https://everruns.com/docs/changelog/2026-10-12-agents-sync-provider-models/) * [API keys a Bashkit agent uses but never sees](https://everruns.com/docs/changelog/2026-10-12-api-keys-agent-never-sees/) * [Browser agents see their screenshots and keep their page](https://everruns.com/docs/changelog/2026-10-12-browser-agents-screenshots-focus/) * [Cloudflare Web Search joins as a Web Search provider](https://everruns.com/docs/changelog/2026-10-12-cloudflare-web-search/) * [Docs moved to everruns.com/docs](https://everruns.com/docs/changelog/2026-10-12-docs-move-to-everruns-com/) * [Check out private pull requests into the managed sandbox](https://everruns.com/docs/changelog/2026-10-12-github-checkout-pull-request/) * [GitHub tools act as one chosen identity, with narrowed tokens](https://everruns.com/docs/changelog/2026-10-12-github-tools-act-as/) * [GitHub triggers narrow CI events by branch and workflow](https://everruns.com/docs/changelog/2026-10-12-github-trigger-ci-filters/) * [Model card links on the Models page](https://everruns.com/docs/changelog/2026-10-12-model-card-links/) * [Muse Wonder, Meta’s new top model, is available in Everruns](https://everruns.com/docs/changelog/2026-10-12-muse-wonder/) * [Web search: one tool, search providers and organization defaults](https://everruns.com/docs/changelog/2026-10-12-one-web-search-tool/) * [Parallel joins Brave as a Web Search provider](https://everruns.com/docs/changelog/2026-10-12-parallel-web-search/) * [Prompt caching gets a retention setting and a prompt-only mode](https://everruns.com/docs/changelog/2026-10-12-prompt-cache-retention/) * [Prompt caching on Bedrock, OpenRouter Claude and Mistral](https://everruns.com/docs/changelog/2026-10-12-prompt-caching-bedrock-openrouter-mistral/) * [Sessions recover from provider limits and follow the agent’s model](https://everruns.com/docs/changelog/2026-10-12-provider-limit-recovery/) * [Create read-only personal access tokens](https://everruns.com/docs/changelog/2026-10-12-read-only-personal-access-tokens/) * [Sandbox file tools all read the managed Sandbox workspace](https://everruns.com/docs/changelog/2026-10-12-sandbox-file-tools-one-workspace/) * [Sandboxes page with tabs, and tab links you can share](https://everruns.com/docs/changelog/2026-10-12-sandboxes-tabs/) * [Agents now see why a session schedule cron was rejected](https://everruns.com/docs/changelog/2026-10-12-schedule-cron-errors-reach-agent/) * [Scheduled turns in a Slack conversation post to it](https://everruns.com/docs/changelog/2026-10-12-scheduled-turns-post-to-slack/) * [Session Trace names prompt cache resets and their cause](https://everruns.com/docs/changelog/2026-10-12-session-trace-cache-resets/) * [Agent sessions now run as actors instead of workflows](https://everruns.com/docs/changelog/2026-10-12-sessions-run-as-actors/) * [Tool reveals keep the prompt cache on current Claude and GPT-6 models](https://everruns.com/docs/changelog/2026-10-12-tool-changes-keep-prompt-cache/) * [Recovered tool failures show as issues, not red errors](https://everruns.com/docs/changelog/2026-10-12-tool-failures-shown-as-issues/) * [Web search answers cite their sources, sentence by sentence](https://everruns.com/docs/changelog/2026-10-12-web-search-citations/) * [Slack agents answer DMs and keep the files people send](https://everruns.com/docs/changelog/2026-10-13-slack-agents-dms-and-files/) * [Web search no longer fails on some result snippets](https://everruns.com/docs/changelog/2026-10-13-web-search-snippet-crash/) See the [GitHub release](https://github.com/everruns/everruns/releases/tag/v0.48.0) and the [full release notes](https://github.com/everruns/everruns/blob/main/CHANGELOG.md#0480---2026-10-13) for every pull request in this version.