AgentScope Java 2.0.4 adds OpenAI Responses API support, a redesigned AgentScope Service, new channel and storage integrations, and stronger isolation for concurrent agent runs, tools, and skills.

Core / Models

• Add the OpenAI Responses API module (#3078).
• Support returnDirect tool results to short-circuit the reasoning loop (#2891).
• Expose detailed chat usage token metrics and model-fallback failover listeners (#3215, #3145).
• Support Anthropic bearer token authentication (#3038).
• Add a type-safe Jev System One client, Spring Boot starter, and example middlewares (#3240).

Harness / Tools / Storage

• Add per-run execution control with AgentRun / RunControl and explicit runtime context propagation (#3279).
• Add request-scoped tool configuration and isolate tool visibility, streaming callbacks, and session skill resources (#3283).
• Add opt-in sharedLocalWorkspace to filesystem specs (#3247).
• Allow disabling built-in web tools and injecting an HTTP client into them (#3075, #3103).
• Add configurable MCP metadata propagation per server and tool (#3255).
• Add MongoDB storage extension (#2698).
• Automatically prune old E2B native snapshots per sandbox (#2555).

Service / Channels

• Introduce the redesigned AgentScope Service implementation (#3080).
• Add Personal Weixin iLink channel integration (#3184).
• Add DingTalk HTTP callback receive mode alongside Stream mode (#3177).
• Add pluggable channel access-token storage and inbound-event deduplication, with idle eviction for bot-loop guards (#3182, #3175).
• Expose inbound channel media messages as neutral metadata (#3180).

• Remove the unused message role parameter (#3045).
• Pass Gemini tool parameter schemas directly as native JSON Schema (#3051).
• Derive Version.VERSION from the Maven project version (#3087).
• Migrate the documentation site to Mintlify while preserving legacy URLs and restoring hosted language switching (#3081, #3082, #3276).

Core / State / Concurrency

• Isolate concurrent invocation contexts and cancellation of individual running or queued executions (#3279); prevent cross-session tool and skill interference (#3283).
• Fix version-0 state migration CAS conflicts, atomically return JDBC unconditional-write versions, and cache versions after unconditional writes (#3165, #3220, #3236).
• Evict slot versions with the state cache, avoid deserializing the State marker interface, and persist state after empty agent results (#3074, #3048, #3049).
• Preserve failed summary termination state and handle synchronous model-fallback failures (#2757, #3149).
• Emit tool-result events for denied HITL calls and support custom denial reasons (#3104, #2546).
• Make JSON Schema generation thread-safe (#2796).

Model Providers

• Default plaintext HTTP requests to HTTP/1.1 to prevent h2c upgrades from losing POST bodies with vLLM / uvicorn (#3214).
• Preserve reasoning details from all streaming chunks and thought signatures across JSON persistence round-trips; remove redundant OpenAI tool metadata (#3128, #2910, #2914).
• Move cache control to content blocks (#2878).
• Decouple DashScope streaming from thinking mode, allow custom multimodal endpoint detection, and offload blocking embedding SDK calls (#3137, #3163, #3265).
• Correct Gemini token usage accounting (#3034).
• Serialize Ollama tool-result names as tool_name and expose thinking output as ThinkingBlock (#3093, #3146).

Harness / Sandbox / Integrations

• Preserve non-UTF-8 file uploads and expose session workspace paths in prompts (#2456, #3020).
• Rebind Kubernetes remote snapshots on state resume and preserve wrapping newlines in commands (#3025, #3204).
• Improve Docker sandbox native file transfer and reject truncated downloads (#2923).
• Keep MCP connections open for AgentRun sandboxes that are not owned by the caller; preserve image URLs in MCP tool results (#2302, #3053).
• Allow path separators in JDBC sandbox-shaped slot IDs (#3233).
• Preserve AG-UI tool results after permission resume, assign unique IDs to discontinuous text segments, and clear active-run markers before terminal signals (#3100, #3010, #3109).
• Propagate WeCom send rejections as stream errors (#3173).
• Use modular core and AG-UI dependencies in Spring Boot starters (#3156).
• Normalize Milvus L2 retrieval scores and escape WordReader Markdown table cells (#3070, #3169).

• Add bilingual Agent Harness building guides and rebuild AgentScope Service product guides (#3139, #3136).
• Document Jev structured decision integration and correct the documented CompactionConfig.keepTokens default (#3274, #3144).

Full changelog: v2.0.3...v2.0.4

• [py] Validate WebSocket response interval correctly by @cuishuang in https://github.com/SeleniumHQ/selenium/pull/17984
• [py][bidi] Send setClientWindowState rect members as sibling params by @AutomatedTester in https://github.com/SeleniumHQ/selenium/pull/18100
• [rust] Degrade to empty metadata when the cache cannot be read by @AutomatedTester in https://github.com/SeleniumHQ/selenium/pull/18101
• [dotnet] [test] Separate project for NUnit infrastructure by @nvborisenko in https://github.com/SeleniumHQ/selenium/pull/18104
• [java] Do not leak the HttpClient on startup failure by @joerg1985 in https://github.com/SeleniumHQ/selenium/pull/18047
• [java] Add RemoteWebDriver.getClientFactory() and move HttpCommandExecutor field removal to 4.53 by @diemol in https://github.com/SeleniumHQ/selenium/pull/18111
• [dotnet] [test] Parallelize internal testing by @nvborisenko in https://github.com/SeleniumHQ/selenium/pull/18110
• [build] pin Firefox BiDi vendor CDDL from the Firefox repository by @titusfortner in https://github.com/SeleniumHQ/selenium/pull/18094
• [build] remove obsolete third_party dependencies and dead build references by @titusfortner in https://github.com/SeleniumHQ/selenium/pull/18072
• [build] generate release docs at approval and commit them after the packages publish by @titusfortner in https://github.com/SeleniumHQ/selenium/pull/18113
• [dotnet] [test] Upgrade NUnit library to v5 by @nvborisenko in https://github.com/SeleniumHQ/selenium/pull/18114
• [build] recover from incomplete Java release by dropping staged repositories when found by @titusfortner in https://github.com/SeleniumHQ/selenium/pull/18112
• [dotnet] [build] Escape macOS Edge browser path by @nvborisenko in https://github.com/SeleniumHQ/selenium/pull/18126
• [js][bidi] Add vendor specific class generation by @pujagani in https://github.com/SeleniumHQ/selenium/pull/18125
• [java] assert setFiles uploads reach the server in SetFilesCommandTest by @yashp676 in https://github.com/SeleniumHQ/selenium/pull/18058
• [java][bidi] Decode nested RemoteValues from the parsed tree instead of re-serializing each subtree by @yashp676 in https://github.com/SeleniumHQ/selenium/pull/18095
• [rb] type a field-less synthetic map record as a validated map by @aguspe in https://github.com/SeleniumHQ/selenium/pull/18121
• [java] remove guava from client bindings #12737 by @joerg1985 in https://github.com/SeleniumHQ/selenium/pull/13739
• [build] clean up IntelliJ project files and align .editorconfig with formatters by @titusfortner in https://github.com/SeleniumHQ/selenium/pull/18119
• [javascript] Create @seleniumhq/atoms npm package from TypeScript atoms by @AutomatedTester in https://github.com/SeleniumHQ/selenium/pull/17459
• [java][bidi] Add BiDi code generator by @pujagani in https://github.com/SeleniumHQ/selenium/pull/17777
• [java][bidi] Type field-less synthetic map records as Map<String, V> by @yashp676 in https://github.com/SeleniumHQ/selenium/pull/18122
• [javascript] Publish atoms under the @selenium npm scope by @AutomatedTester in https://github.com/SeleniumHQ/selenium/pull/18132
• [build] sign Java artifacts in-process with in-memory PGP keys instead of gpg-agent by @titusfortner in https://github.com/SeleniumHQ/selenium/pull/18130

• @cuishuang made their first contribution in https://github.com/SeleniumHQ/selenium/pull/17984

Full Changelog: https://github.com/SeleniumHQ/selenium/compare/selenium-4.50.0...nightly

Full Changelog: https://github.com/Activiti/Activiti/compare/7.21.0-rc.667...7.21.0-rc.668

Full Changelog: https://github.com/Activiti/Activiti/compare/7.21.0-rc.666...7.21.0-rc.667

Full Changelog: https://github.com/Activiti/Activiti/compare/7.21.0-rc.665...7.21.0-rc.666

Full Changelog: https://github.com/Activiti/Activiti/compare/7.21.0-rc.664...7.21.0-rc.665

Full Changelog: https://github.com/Activiti/Activiti/compare/7.21.0-rc.663...7.21.0-rc.664

• core: Gracefully handle GOAWAY frames with unrecognized error codes (#13043). Treats unrecognized HTTP/2 GOAWAY error codes as INTERNAL_ERROR instead of throwing NullPointerException.

• feat: support freeze pane via @FreezePane or register WriteHandler on write by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/916
• feat: split StringImageConverter into Pathname and Base64 by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/934
• feat: add support for column index limit in ReadSheet by @sapienza88 in https://github.com/apache/fesod/pull/942
• feat: add fluent header api for no-bean mode by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/943
• feat: cache date and number formatters by @Duansg in https://github.com/apache/fesod/pull/948
• feat: add support for column-based reading of XLS files by @sapienza88 in https://github.com/apache/fesod/pull/981
• feat: add support for column-based reading of CSV files by @sapienza88 in https://github.com/apache/fesod/pull/982
• feat: add java.time.LocalTime converters by @leehaut in https://github.com/apache/fesod/pull/1032
• feat: require an allowlist for remote URL images by @psxjoy in https://github.com/apache/fesod/pull/1035
• feat: registered EscapeHexCellWriteHandler in DefaultWriteHandlerLoader for XLSX by @delei in https://github.com/apache/fesod/pull/1044

• fix: fix error in using relativeHeadRowIndex for writing tables only by @32154678925 in https://github.com/apache/fesod/pull/810
• fix: correct SheetWriteHandler.afterSheetDispose to avoid repeated execution by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/900
• fix: avoid recursive hashCode in write holder contexts by @skytin1004 in https://github.com/apache/fesod/pull/911
• fix: support SQL date types in WriteCellData by @skytin1004 in https://github.com/apache/fesod/pull/912
• fix: CsvCell crashes on java.sql.Date/Time due to unsupported toInstant() by @alaahong in https://github.com/apache/fesod/pull/954
• fix: clone DataFormatData in WriteCellStyle.merge to avoid mutating cached annotation style by @nkuprins in https://github.com/apache/fesod/pull/957
• fix: XLS BIFF8 encryption not applied due to premature password clearing by @alaahong in https://github.com/apache/fesod/pull/959
• fix: reset cached batch in PageReadListener between sheets to avoid duplicate rows by @nkuprins in https://github.com/apache/fesod/pull/961
• fix: remove redundant buffer copy in IoUtils.toByteArray(InputStream) by @nkuprins in https://github.com/apache/fesod/pull/963
• fix: descriptive error for unrecognized cell type attribute by @nkuprins in https://github.com/apache/fesod/pull/965
• fix: copy default read converter map to isolate per-reader custom converters by @Aias00 in https://github.com/apache/fesod/pull/972
• fix: mark CsvCell Calendar value as a date to avoid silent empty write by @Aias00 in https://github.com/apache/fesod/pull/974
• fix: remove indexFieldMap entry by field key, not running counter by @Aias00 in https://github.com/apache/fesod/pull/977
• fix: eliminate implicit numeric cast warning in date generation by @xleoken in https://github.com/apache/fesod/pull/990
• fix: decode xHHHH escapes when reading inline string cells by @nkuprins in https://github.com/apache/fesod/pull/991
• fix: remove the broken star history chart by @nkuprins in https://github.com/apache/fesod/pull/998
• fix: prioritize subclass fields and ignore superclass annotations on field shadowing by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/1007
• fix: read XLS literal error cells as errors instead of booleans by @codeAnqiang-ma in https://github.com/apache/fesod/pull/1011
• fix: resolve Windows fill template copy failures (#1021) by @Mikkey-f in https://github.com/apache/fesod/pull/1034
• fix: finding issues during 2.1.0 RC by @alaahong in https://github.com/apache/fesod/pull/1049
• fix: copy sheet-level read params to sheet holder by @nkuprins in https://github.com/apache/fesod/pull/1052
• fix: fall back to global 1904 windowing when @DateTimeFormat default is used (#1042) by @Mikkey-f in https://github.com/apache/fesod/pull/1054
• fix: bundle Incubating NOTICE with EasyExcel attribution in jars by @alaahong in https://github.com/apache/fesod/pull/1066
• fix: make DataFormatter cache configuration-aware by @skytin1004 in https://github.com/apache/fesod/pull/1068
• fix: remove deprecated unDraw SVG assets (#1112) by @alaahong in https://github.com/apache/fesod/pull/1125

• refactor: manage password handling in Excel processing by @psxjoy in https://github.com/apache/fesod/pull/928
• refactor: encapsulate xlsx boolean cell parsing in CellData by @nkuprins in https://github.com/apache/fesod/pull/964
• refactor: generate trivial accessors with Lombok by @nkuprins in https://github.com/apache/fesod/pull/995
• refactor: simplify hex escape pattern scanning by @nkuprins in https://github.com/apache/fesod/pull/1003
• refactor: unify and overload readSheet methods for flexible usage by @delei in https://github.com/apache/fesod/pull/1014
• refactor: replace includeColumnIndexes list lookup with ColumnIndexResolver by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/1015
• refactor: remove fesod-examples module by @delei in https://github.com/apache/fesod/pull/1028
• refactor: reuse Head#field in ModelBuildEventListener field-assignment fallback by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/1031
• refactor: extract sanitisation part for improved readability by @nkuprins in https://github.com/apache/fesod/pull/1061
• refactor: extract format-string date detection out of DateUtils by @nkuprins in https://github.com/apache/fesod/pull/1077

• docs(blog): add blog for migration with OpenRewrite by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/910
• docs: update download page for release 2.0.2-incubating by @delei in https://github.com/apache/fesod/pull/922
• docs(blog): add CVE-2026-49328 security advisory by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/933
• Column Support Feat Docs by @sapienza88 in https://github.com/apache/fesod/pull/949
• docs: add Copilot repository and code review instructions by @alaahong in https://github.com/apache/fesod/pull/958
• docs: Update the release version document by @delei in https://github.com/apache/fesod/pull/967
• docs: upgrade website dependencies and CI by @delei in https://github.com/apache/fesod/pull/968
• docs: update code-review instructions for HeadBuilder and wildcard imports by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/970
• docs: expand the write/fill pages and replace their screenshots with grids by @nkuprins in https://github.com/apache/fesod/pull/979
• style: redesign homepage hero as a spreadsheet grid by @nkuprins in https://github.com/apache/fesod/pull/983
• docs: bump npm dependencies to address component vulnerability risks by @delei in https://github.com/apache/fesod/pull/984
• docs: remove redundant blank line by @xleoken in https://github.com/apache/fesod/pull/992
• docs: remove redundant blank line in java code block by @xleoken in https://github.com/apache/fesod/pull/996
• docs: add both chinese and english versions of docs for the includeCo… by @sapienza88 in https://github.com/apache/fesod/pull/1008
• docs: add class and module changes section to FastExcel migration guide (#857) by @Mikkey-f in https://github.com/apache/fesod/pull/1041
• docs: add License headers to website files and assets by @delei in https://github.com/apache/fesod/pull/1043
• docs: maintain KEYS only in the release directory by @alaahong in https://github.com/apache/fesod/pull/1050
• docs(website): upgrade admonition: caution to warning by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/1053
• docs: update brand logos and maturity model assessment by @delei in https://github.com/apache/fesod/pull/1055
• docs: refactor the team page on the website by @delei in https://github.com/apache/fesod/pull/1146

• [Test] Add testkit infrastructure and refactor unit tests with JUnit 5 parameterized patterns by @GOODBOY008 in https://github.com/apache/fesod/pull/901
• chore(test): remove wildcard imports by @bengbengbalabalabeng in https://github.com/apache/fesod/pull/938
• test: Assert valid excel file with expected column count by @sapienza88 in https://github.com/apache/fesod/pull/945
• Test: expand unit coverage for scalar converters in ConverterTest by @leehaut in https://github.com/apache/fesod/pull/999
• test: add tests for EscapeHexCellWriteHandler by @nkuprins in https://github.com/apache/fesod/pull/1001

• chore: merge 2.0.2-incubating into main branch by @psxjoy in https://github.com/apache/fesod/pull/930
• chore: update copyright year to 2026 in footer and NOTICE files by @psxjoy in https://github.com/apache/fesod/pull/939
• ci: add ASF allowlist check by @delei in https://github.com/apache/fesod/pull/966
• dependency: upgrade assertj-core to 3.27.7 to fix XXE vulnerability by @alaahong in https://github.com/apache/fesod/pull/969
• Update dependabot configuration for GitHub Actions by @pjfanning in https://github.com/apache/fesod/pull/1022
• chore: update pnpm action-setup to specific commit by @delei in https://github.com/apache/fesod/pull/1030
• feat: upgrade slf4j to 2.0.18 and replace logback with slf4j-simple (#905) by @Mikkey-f in https://github.com/apache/fesod/pull/1046
• chore: remove unused mockserver-netty test dependency by @leehaut in https://github.com/apache/fesod/pull/1060
• chore: update gitattributes to exclude non-source files by @delei in https://github.com/apache/fesod/pull/1067
• chore: prepare 2.1.0-incubating release by @alaahong in https://github.com/apache/fesod/pull/1084
• build: set fixed project.build.outputTimestamp for reproducible builds by @alaahong in https://github.com/apache/fesod/pull/1094
• build: drop repetitive comment on project.build.outputTimestamp by @alaahong in https://github.com/apache/fesod/pull/1095
• chore: remove outdated licensing information from pom.xml by @psxjoy in https://github.com/apache/fesod/pull/1122
• chore: exclude website from source archives by @skytin1004 in https://github.com/apache/fesod/pull/1123
• chore: include DISCLAIMER in JAR META-INF (#1108) by @alaahong in https://github.com/apache/fesod/pull/1124
• chore: include DISCLAIMER in sources JAR META-INF (#1108) by @alaahong in https://github.com/apache/fesod/pull/1145
• Bump com.alibaba.fastjson2:fastjson2 from 2.0.61 to 2.0.65 (#909, #980, #987, #1074)
• Bump org.jacoco:jacoco-maven-plugin from 0.8.14 to 0.8.15 (#931)
• Bump org.apache.maven.wrapper:maven-wrapper from 3.1.0 to 3.1.1 (#1013)
• Bump GitHub Actions workflows: setup-node, upload-artifact, actions-netlify, markdownlint-cli2, codeql-action, stale, checkout, cache, setup-java (#1023-#1027, #1037-#1039, #1047)
• Bump org.slf4j dependencies: slf4j-api, jcl-over-slf4j, log4j-over-slf4j, slf4j-simple from 2.0.18 to 2.0.20 (#1071-#1073, #1081, #1141-#1144)

• @32154678925 made their first contribution in https://github.com/apache/fesod/pull/810
• @skytin1004 made their first contribution in https://github.com/apache/fesod/pull/897
• @sapienza88 made their first contribution in https://github.com/apache/fesod/pull/942
• @Duansg made their first contribution in https://github.com/apache/fesod/pull/948
• @nkuprins made their first contribution in https://github.com/apache/fesod/pull/957
• @Aias00 made their first contribution in https://github.com/apache/fesod/pull/972
• @xleoken made their first contribution in https://github.com/apache/fesod/pull/990
• @leehaut made their first contribution in https://github.com/apache/fesod/pull/999
• @codeAnqiang-ma made their first contribution in https://github.com/apache/fesod/pull/1011
• @Mikkey-f made their first contribution in https://github.com/apache/fesod/pull/1034

Full Changelog: https://github.com/apache/fesod/compare/2.0.2-incubating...2.1.0-incubating

Full Changelog: https://github.com/Activiti/Activiti/compare/7.21.0-rc.662...7.21.0-rc.663