v1.818.0
NirDiamant/RAG_Techniquesv1.818.0Sep 25, 2026by rubenfiszel
Upgrading?
AI Summary
This release introduces an instance-wide accent color setting with sidebar tint, PostgreSQL resource options, AI chat script edit diffs, job alerts for unserved tags, Bedrock OIDC role assumption, agent chat integration, CLI monorepo import handling, fork member settings, service account seat counting, DB manager schema diagram, AI session tool filtering, script schema inference, workspace operator schedule permissions, session list page mounting, per-folder AI chat instructions, MCP tool refresh, web search result rendering, DB manager rework, git sync guided flow, schedule hub scripts, SCIM username seeding, restart from failed step, deferred queued job handling, and AI agent step testing support.
Key Highlights
- Instance-wide accent color setting with sidebar tint
- PostgreSQL resource options field
- AI chat script edit diffs
- Job alerts for unserved tags
- Bedrock OIDC role assumption as auth mode
- Chat with saved agent from agent editor
- CLI monorepo import handling
- DB manager schema diagram view
- Per-folder AI chat instructions
- MCP tool refresh on script/flow changes
New Features
- Instance-wide accent color setting
- PostgreSQL resource options
- AI chat script edit diffs
- Job alert for unserved tags
- Bedrock OIDC role assumption
- Agent chat integration
- CLI monorepo import handling
- Fork member settings
- Service account seat counting
- DB manager schema diagram
- AI session tool filtering
- Script schema inference
- Workspace operator permissions
- Session list page mounting
- Per-folder AI instructions
- MCP tool refresh
- Web search result rendering
- DB manager rework
- Git sync guided flow
- Schedule hub scripts
- SCIM username seeding
- Restart from failed step
- Deferred job handling
- AI agent step testing
Full Release Notes
## [1.818.0](https://github.com/windmill-labs/windmill/compare/v1.817.0...v1.818.0) (2026-09-25) ### Features * add an instance-wide accent color setting with sidebar tint ([#11335](https://github.com/windmill-labs/windmill/issues/11335)) ([1fd729a](https://github.com/windmill-labs/windmill/commit/1fd729ac1aaec1e6a3af0d6db5fc1d6e1db6fa62)) * add an options field to the postgresql resource ([#11223](https://github.com/windmill-labs/windmill/issues/11223)) ([d3d5392](https://github.com/windmill-labs/windmill/commit/d3d539291716baf5807a724d60d338cd3c4fe521)) * **ai-chat:** show native script edit diffs ([#11278](https://github.com/windmill-labs/windmill/issues/11278)) ([1de54ee](https://github.com/windmill-labs/windmill/commit/1de54eeea4c4820e7291d9648a44ef3c86979c5a)) * alert on and optionally cancel jobs stuck on unserved tags ([#11354](https://github.com/windmill-labs/windmill/issues/11354)) ([da866c5](https://github.com/windmill-labs/windmill/commit/da866c5eff77f66e45b8e3941166c695536762f5)) * **bedrock:** add OIDC role assumption as a fourth auth mode ([#10936](https://github.com/windmill-labs/windmill/issues/10936)) ([e14da5c](https://github.com/windmill-labs/windmill/commit/e14da5c6bc8256bfe1d71ddecb886c3efc994ae4)) * chat with a saved agent from the agent editor ([#11292](https://github.com/windmill-labs/windmill/issues/11292)) ([d8aaa73](https://github.com/windmill-labs/windmill/commit/d8aaa73573c46a8a23f6c6850d38438ad395752c)) * **cli:** include extra paths in codebase digest for monorepo imports ([#11327](https://github.com/windmill-labs/windmill/issues/11327)) ([9b46b21](https://github.com/windmill-labs/windmill/commit/9b46b21f517a67867912092c619675d91a197313)) * collapse the fork members setting and show its state in a badge ([#11220](https://github.com/windmill-labs/windmill/issues/11220)) ([3bd89e9](https://github.com/windmill-labs/windmill/commit/3bd89e92d8f563b564a3d2e619749f377a7d6982)) * count enabled service accounts as operator seats ([#11297](https://github.com/windmill-labs/windmill/issues/11297)) ([318f899](https://github.com/windmill-labs/windmill/commit/318f89960e5594278d2aaad68f40db36b96918e7)) * **db-manager:** add a schema diagram view ([#11030](https://github.com/windmill-labs/windmill/issues/11030)) ([7dec3d9](https://github.com/windmill-labs/windmill/commit/7dec3d97717406d078499ea6509cdb00c89c3480)) * filter ai session tools to the user's workspace capabilities ([#10719](https://github.com/windmill-labs/windmill/issues/10719)) ([6cd70a8](https://github.com/windmill-labs/windmill/commit/6cd70a8e08cf4869cb52ef554bc89d5d13fadf5f)) * infer a script's schema when a deploy (e.g. MCP) sends none ([#11339](https://github.com/windmill-labs/windmill/issues/11339)) ([d18d704](https://github.com/windmill-labs/windmill/commit/d18d7043df6536e10b22ee9f3df77e926a0460b4)) * let a workspace withdraw operator schedule and trigger writes ([#11226](https://github.com/windmill-labs/windmill/issues/11226)) ([9a1c6e5](https://github.com/windmill-labs/windmill/commit/9a1c6e508127579dee4c1fae5c3257930e0b8aa1)) * mount session list pages in process instead of iframes ([#11289](https://github.com/windmill-labs/windmill/issues/11289)) ([ebb3048](https://github.com/windmill-labs/windmill/commit/ebb3048ca0b6cb9f3c9130ac0871581f3c2ed307)) * per-folder AI chat instructions via ai_instruction resources ([#11325](https://github.com/windmill-labs/windmill/issues/11325)) ([80903c9](https://github.com/windmill-labs/windmill/commit/80903c9a64125763e7514c09618e1def21a5bf97)) * refresh MCP tools when scripts and flows change ([#11337](https://github.com/windmill-labs/windmill/issues/11337)) ([0bac766](https://github.com/windmill-labs/windmill/commit/0bac766756cf9ebcb615fe20d5a69c09c823c725)) * render a tool's web search result as the session web search card ([#11313](https://github.com/windmill-labs/windmill/issues/11313)) ([fa0fc24](https://github.com/windmill-labs/windmill/commit/fa0fc242691ed3997c14e821b6030166223c0da0)) * rework the db manager: native grid, tabs, sql editor, joined columns ([#11340](https://github.com/windmill-labs/windmill/issues/11340)) ([4fd7d62](https://github.com/windmill-labs/windmill/commit/4fd7d62bd0cf4970a6b155c4a3afac5fb1b79d16)) * rework the git sync setup into a guided flow ([#11308](https://github.com/windmill-labs/windmill/issues/11308)) ([504d01a](https://github.com/windmill-labs/windmill/commit/504d01a5631e33b3a2604ef401ab8b73e4a55395)) * schedule hub scripts ([#11330](https://github.com/windmill-labs/windmill/issues/11330)) ([733c119](https://github.com/windmill-labs/windmill/commit/733c119fd9464a951e157a8d18ec9d474430e910)) * seed SCIM usernames from nickName ([#11346](https://github.com/windmill-labs/windmill/issues/11346)) ([9100ab9](https://github.com/windmill-labs/windmill/commit/9100ab954ab5b40cf6b9d7320e0fe435186f7eb4)) * show restart from failed step in run page top bar ([#11317](https://github.com/windmill-labs/windmill/issues/11317)) ([62d0088](https://github.com/windmill-labs/windmill/commit/62d0088de5463d44d00a8c9204e03d20649acd07)) * start a deferred queued job now without changing its id ([#11347](https://github.com/windmill-labs/windmill/issues/11347)) ([4b09558](https://github.com/windmill-labs/windmill/commit/4b09558e13fadca6fe604c231a5cdfb896d4d0f8)) * support aiagent steps in test_run_step ([#11321](https://github.com/windmill-labs/windmill/issues/11321)) ([1b74939](https://github.com/windmill-labs/windmill/commit/1b749399521cc5ebaa07fc5a55773113a6a3b903)) ### Bug Fixes * allow results access inside nested functions in input transforms ([#11358](https://github.com/windmill-labs/windmill/issues/11358)) ([ca8a04a](https://github.com/windmill-labs/windmill/commit/ca8a04a8698a2e8ef7162e7543eca33c9740e701)) * always save slack/teams/email handlers as scripts ([#11345](https://github.com/windmill-labs/windmill/issues/11345)) ([421fdab](https://github.com/windmill-labs/windmill/commit/421fdab3d89fb0241a4266393d318a5f9be6ead9)) * bill from a single service account telemetry count ([#11301](https://github.com/windmill-labs/windmill/issues/11301)) ([ceb1722](https://github.com/windmill-labs/windmill/commit/ceb17223dcb5f66532017036916e91a5323279fb)) * build ag grid link cells as DOM nodes with a vetted href ([#11316](https://github.com/windmill-labs/windmill/issues/11316)) ([5b03c17](https://github.com/windmill-labs/windmill/commit/5b03c1732e905673480d0960b95577d47ec919b3)) * carry labels when deploying variables, resources and folders ([#11222](https://github.com/windmill-labs/windmill/issues/11222)) ([94e4fb1](https://github.com/windmill-labs/windmill/commit/94e4fb1c842057e92f3775eac0826ac7e396d725)) * centre the toggle knob inside its track ([#11314](https://github.com/windmill-labs/windmill/issues/11314)) ([d02ff9a](https://github.com/windmill-labs/windmill/commit/d02ff9ac24d6d720c478e8424e73eebae9ec98fe)) * **cli:** stub the API client over its real exports in tests ([#11363](https://github.com/windmill-labs/windmill/issues/11363)) ([30bb62c](https://github.com/windmill-labs/windmill/commit/30bb62cd2516466936fc791f2ff89dd61c743dba)) * correct the tool controls and name field of a nested AI agent ([#11221](https://github.com/windmill-labs/windmill/issues/11221)) ([1d119e6](https://github.com/windmill-labs/windmill/commit/1d119e6b25fd5c72776dfb49917387de4be065c1)) * **frontend:** keep the session when the persisted workspace is stale ([#11344](https://github.com/windmill-labs/windmill/issues/11344)) ([2e5f6d0](https://github.com/windmill-labs/windmill/commit/2e5f6d0e76301d19d2017239f5ad4fe25d67dc57)) * hide answer actions until the chat turn ends ([#11323](https://github.com/windmill-labs/windmill/issues/11323)) ([98d3897](https://github.com/windmill-labs/windmill/commit/98d3897b8c926cc6d47a2417b6943a5d5612b3aa)) * keep a watched job's code when its completion update drops it ([#11290](https://github.com/windmill-labs/windmill/issues/11290)) ([592ef73](https://github.com/windmill-labs/windmill/commit/592ef736104ff63dd36978a69353a2585636da87)) * label chat job links with the end of the job id ([#11324](https://github.com/windmill-labs/windmill/issues/11324)) ([2f2882a](https://github.com/windmill-labs/windmill/commit/2f2882adff8371e33c0fb72cbf0c61298bbcb2ca)) * limit compare page guidance to fork deploys ([#11300](https://github.com/windmill-labs/windmill/issues/11300)) ([c232ea4](https://github.com/windmill-labs/windmill/commit/c232ea43b4bfe1ed295dd2f71cc6cefa47772bed)) * memoize the resolved authed so one request resolves identity once ([#11299](https://github.com/windmill-labs/windmill/issues/11299)) ([42655ff](https://github.com/windmill-labs/windmill/commit/42655ff5ef3e4eae8ff90c623683bb321ae7d06b)) * **multiplayer:** a malformed frame from one client no longer exits the server ([#11353](https://github.com/windmill-labs/windmill/issues/11353)) ([8caf414](https://github.com/windmill-labs/windmill/commit/8caf41430123318a73b76e4c202da07aecaa3c1e)) * **multiplayer:** don't drop client messages during cold-start token verification ([#11343](https://github.com/windmill-labs/windmill/issues/11343)) ([e8c3f95](https://github.com/windmill-labs/windmill/commit/e8c3f9514e5f712a3d84e301771de748f1cc1fda)) * pass the schedule's custom tag when using run now ([#11322](https://github.com/windmill-labs/windmill/issues/11322)) ([8525206](https://github.com/windmill-labs/windmill/commit/852520636160408cd16119184ffe9c7be92682c8)) * relock importers on their own tag, not the bare dependency tag ([#11359](https://github.com/windmill-labs/windmill/issues/11359)) ([a1abb36](https://github.com/windmill-labs/windmill/commit/a1abb36d9f5408b5fa3b659b769bc198604804ce)) * space chat rows evenly after thinking and answers ([#11315](https://github.com/windmill-labs/windmill/issues/11315)) ([0e53d53](https://github.com/windmill-labs/windmill/commit/0e53d53b07ee1d4611c0f5fb605a290f596de980)) * stop the chat repeating run results the card already shows ([#11293](https://github.com/windmill-labs/windmill/issues/11293)) ([ea0b947](https://github.com/windmill-labs/windmill/commit/ea0b947644d4094304ecea26406fa6aac15dcfac)) * trust the system CA store for SMTP TLS ([#11328](https://github.com/windmill-labs/windmill/issues/11328)) ([9375c93](https://github.com/windmill-labs/windmill/commit/9375c93fd8d55bf22e3f290f44650affdf1868c2)) * validate app and trigger paths, refuse traversal in workspace export ([#11311](https://github.com/windmill-labs/windmill/issues/11311)) ([7593597](https://github.com/windmill-labs/windmill/commit/7593597617110fbd276f3f32ca2be7064547a080)) ### Performance Improvements * skip job-start pings and checkpoint read for short non-WAC jobs ([#11356](https://github.com/windmill-labs/windmill/issues/11356)) ([53a5cfd](https://github.com/windmill-labs/windmill/commit/53a5cfd17ad4d6f378450f7e502539c5ad8c445d)) * skip parent status write when a parallel loop iteration starts ([#11348](https://github.com/windmill-labs/windmill/issues/11348)) ([2456282](https://github.com/windmill-labs/windmill/commit/245628210f7d75aedb9e0a289d1dee63f1513b5b)) * skip the flow_env ancestor walk for sub-flows with nothing to inherit ([#11349](https://github.com/windmill-labs/windmill/issues/11349)) ([bc4f872](https://github.com/windmill-labs/windmill/commit/bc4f872f1093a59b9b8fbc3e11a6f00b42474f0c)) * stop polling http trigger routes on workers and every minute ([#11351](https://github.com/windmill-labs/windmill/issues/11351)) ([d931032](https://github.com/windmill-labs/windmill/commit/d9310327063b8b51ab3fe8d27cbdab99f5552967))
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