<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml">
    <url>
        <loc>https://www.agno.com/blog</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog</loc>
    </url>
    <url>
        <loc>https://www.agno.com/agent-framework</loc>
    </url>
    <url>
        <loc>https://www.agno.com/agentos</loc>
    </url>
    <url>
        <loc>https://www.agno.com/pricing</loc>
    </url>
    <url>
        <loc>https://www.agno.com/about</loc>
    </url>
    <url>
        <loc>https://www.agno.com/ebooks/what-are-ai-agents</loc>
    </url>
    <url>
        <loc>https://www.agno.com</loc>
    </url>
    <url>
        <loc>https://www.agno.com/the-agno-loop-newsleter</loc>
    </url>
    <url>
        <loc>https://www.agno.com/discord</loc>
    </url>
    <url>
        <loc>https://www.agno.com/ai-agents</loc>
    </url>
    <url>
        <loc>https://www.agno.com/home-update-may-2026</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/a-practical-guide-to-ai-model-selection-in-agno</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/agent-hackathon-april-2025</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/agno-builders-series-how-multi-agent-workflows-save-sales-teams-125k-year</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/agno-v2-3-nano-banana-claude-structured-outputs-and-more</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/build-a-plan-and-learn-agent-with-agno-and-gemini-3-flash</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/build-a-research-agent-with-parallel-and-agno-on-railway</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/building-a-scalable-ai-powered-platform-the-story-behind-cedars-move-to-agno</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/building-production-ready-ai-workflows-the-agno-x-atla-integration</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/building-production-ready-web-intelligence-agents-agno-x-oxylabs-integration</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/building-together-300-contributors-behind-agnos-growth</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/community-roundup-april-2026</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/community-roundup-december-2025</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/community-roundup-february-2026</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/community-roundup-november-2025</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/context-engineering-in-multi-agent-systems</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/docling-reader-how-to-ingest-any-document-format-into-your-ai-agents-knowledge-base</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/from-discord-to-deployment-inside-the-open-source-loop-that-transforms-user-pain-points-into-real-features</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/from-prompts-to-capabilities-introducing-agnos-agent-skills</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/from-stand-alone-agents-to-intelligent-systems-the-trends-defining-whats-next</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/ga</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/gemini-3-1-pro-in-practice-12-agent-cookbooks-a-10m-ai-investment-team</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/global-agent-hackathon-winners</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/guardrails-for-ai-agents</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/handling-context-window-limits-in-agno-token-tracking-preventing-overflow</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/harness-engineering-vs-systems-engineering-the-mistake-killing-agentic-software</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/how-to-add-human-in-the-loop-controls-to-ai-agents-that-actually-run-in-production</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/introducing-agno</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/introducing-agno-v2</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/introducing-the-copilotkit-integration-with-agno</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/introducing-the-scrapegraphai-integration-with-agno</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/january-community-roundup</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/llm-response-caching-in-agno</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/native-tracing-because-full-observability-for-your-agents-shouldnt-require-a-security-review</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/one-agent-is-all-you-need-until-it-isnt</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/open-source-agent-hackathon</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/performance-matters-why-agno-treats-performance-as-a-first-class-citizen</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/securing-your-agents-with-guardrails</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/the-agent-stack-is-finally-complete</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/the-rise-of-agentos</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/turn-your-slack-into-an-ai-powered-workspace-how-to-build-slack-native-agents-with-agno</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/turning-your-agents-into-learning-machines</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/v2-2-0-ship-log-blog</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/we-bet-on-agentic-runtimes-early-palantirs-latest-blog-proves-why</loc>
    </url>
    <url>
        <loc>https://www.agno.com/blog/when-ai-agents-go-rogue-preventing-irreversible-mistakes-in-production</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-async-mysql-workloads-with-first-class-async-mysqldb</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-database-operations-by-writing-multiple-sessions-and-memories-in-a-single-call</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-debugging-with-powerful-composable-trace-filtering</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-gemini-3-adoption-with-ready-to-run-agents-and-configs</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-image-rich-apps-with-built-in-unsplash-search-and-retrieval</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-rag-pipelines-with-tavily-extract-and-reader</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-semantic-search-with-native-seltz-integration</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-shopify-analytics-with-a-ready-to-use-toolkit</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accelerate-spotify-integrations-with-a-ready-to-use-toolkit-and-agent</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/access-full-message-history-inside-tool-hooks-for-richer-context-aware-logic</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/access-runs-summaries-and-chat-history-more-efficiently</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/accurate-cost-and-usage-reporting-for-perplexity-streaming</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/achieve-precise-knowledge-retrieval-with-flexible-metadata-filters</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/adapt-outputs-per-run-with-runtime-schema-overrides</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/add-mistral-ai-v2-sdk-support-with-full-backward-compatibility</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/add-native-parallel-ai-search-for-vertex-ai-with-toolparallelaisearch</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/add-timeout-parameter-to-the-gemini-model-class</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/adopt-mcp-tools-across-agents-teams-and-workflows-with-better-server-lifecycle-control</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/agents-now-support-media-only-inputs</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/align-exatools-with-exa-api-v2-by-removing-deprecated-highlights</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/align-to-the-new-knowledge-search-route-for-reliability</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/align-with-nebius-using-the-new-default-api-endpoint</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/always-include-generated-media-in-run-output-scrubbing-before-db-storage</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/async-mongodb-enables-non-blocking-data-flows-across-agents-and-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/authenticate-mcp-sessions-correctly-from-the-first-request</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/authenticate-with-azure-blob-storage-using-sas-tokens</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/auto-enable-chat-history-for-learningmode-propose-to-support-multi-turn-confirmation</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/automate-attendee-communications-in-google-calendar-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/automate-jira-time-tracking-with-worklog-support</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/automatic-workflow-event-reconnection-and-replay-for-resilient-real-time-apps</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/better-context-sharing-and-delegation-behavior-in-teams</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/better-default-outcomes-with-claude-sonnet-4-5-as-the-standard-model</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/breaking-a2a-endpoints-moved-to-convention-based-urls-for-protocol-alignment</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/breaking-change-exatools-no-longer-accepts-highlights</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/breaking-change-update-clients-to-always-include-jwt</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/breaking-change-website-crawling-uses-per-page-content-hashes</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/bring-excel-data-into-knowledge-with-first-class-xlsx-xls-ingestion</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/bring-gitlab-project-and-pipeline-context-into-your-agents-in-minutes</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/broaden-media-ingestion-with-expanded-audio-and-file-format-support</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/broaden-mobile-capture-by-accepting-native-ios-image-uploads</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/broader-native-reasoning-model-coverage-across-openai-google-and-deepseek</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/broader-schema-coverage-with-literal-type-support</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/build-and-route-agents-with-a-clearer-more-extensible-model-abstraction</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/build-custom-workflow-executors-without-event-wrapping-overhead</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/build-more-dependable-agents-with-gemini-structured-outputs</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/build-retrieval-augmented-agents-with-gemini-file-search</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/built-in-cost-visibility-for-openrouter-usage-in-metrics</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/built-in-google-drive-toolkit-streamlines-file-operations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/built-in-opentelemetry-tracing-delivers-end-to-end-visibility</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/cap-historical-tool-calls-to-control-context-size-and-spend</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/capture-model-source-citations-in-run-data-for-better-provenance</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/centralize-agent-team-and-workflow-configuration-with-agentos-crud-apis</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/cleaner-google-tool-imports-with-a-unified-sub-package</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/cleaner-pdf-text-extraction-reduces-post-processing</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/cleaner-streaming-defaults-across-cli-and-print-helpers</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/clearer-control-over-tool-call-message-storage-with-paired-scrubbing</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/clearer-delegation-contracts-in-teams</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/clearer-knowledge-apis-with-insert-insert-many-rename</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/clearer-run-behavior-streaming-flags-no-longer-persist</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/compose-complex-pipelines-with-nested-workflows-as-workflow-steps</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/comprehensive-examples-and-clearer-guidance-for-multi-agent-systems</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/connect-agents-directly-to-salesforce-crm-with-salesforcetools</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/consistent-async-file-reads-empty-files-now-return-no-documents</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/consistent-async-streaming-for-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/consistent-error-handling-for-async-tools-improves-reliability</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/consistent-state-across-all-workflow-steps-including-parallel-branches</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/consistent-usage-metrics-on-every-model-response</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/control-costs-and-prevent-runaway-tool-calls-in-reasoning-agents</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/control-in-flight-agent-runs-with-approval-status-tracking-and-admin-enforcement</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/control-session-summary-scope-with-last-n-runs-and-conversation-limit-on-sessionsummarymanager</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/control-slack-bot-engagement-with-mention-only-replies-by-default</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/convert-any-document-format-directly-from-an-agent-with-the-new-doclingtools-toolkit</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/create-and-track-workflow-events-tailored-to-your-business</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/create-pdfs-csvs-json-and-text-files-directly-from-agent-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/create-production-grade-sound-effects-with-modelslab-sfx-support</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/custom-routers-auto-refresh-during-agentos-reprovision</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/cut-inference-latency-and-cost-with-built-in-llm-response-caching</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/deduplicate-hybrid-search-results-in-lancedb</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/deeper-gmail-automation-with-label-management</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/deeper-observability-with-reasoning-trace-capture-via-litellm</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/define-tools-knowledge-and-team-members-as-callable-factories-for-runtime-flexibility</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/deploy-agents-on-aws-with-native-efs-support</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/deploy-claude-on-azure-ai-foundry-with-a-new-dedicated-model-provider</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/deprecated-stream-intermediate-steps-in-favor-of-stream-events</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/disable-claude-file-citations-when-they-arent-needed</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/dynamodb-memory-schema-now-requires-gsi-on-created-at</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/easier-access-to-session-memory-and-metric-data</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/easier-client-parsing-with-streamlined-media-fields-in-get-runs</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/eliminate-blocking-with-fully-async-sqlite-operations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/eliminate-connection-errors-in-concurrent-workloads-by-isolating-http-2-clients</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/eliminate-duplicate-messages-from-team-conversation-history</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/embed-agentos-in-custom-apps-without-cors-friction</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enable-agents-to-run-workflows-directly-through-slack</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enable-better-observability-routing-and-control-across-model-usage</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enable-crawling-in-proxy-restricted-environments</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enable-full-tracebacks-in-logs-with-agno-log-tracebacks</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enforce-human-approval-for-mcp-tool-calls</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enforce-human-approval-gates-in-agentic-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enforce-human-checkpoints-wherever-you-need-them-with-step-level-hitl</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enforced-unique-ids-across-agents-teams-and-workflows-to-prevent-collisions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/enhance-workflow-reliability-with-structured-input</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/ensure-accurate-and-private-session-history-for-every-user</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/ensure-memory-summarization-runs-reliably-across-all-conversation-shapes</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/ensure-reliable-table-creation-with-async-database-drivers</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/establish-consistent-multi-agent-behavior-with-an-experimental-culture-manager-and-shared-knowledge-space</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/evaluate-workflow-logic-with-portable-serializable-expressions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-ai-capabilities-with-a-new-model-provider</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-calendar-automation-with-new-googlecalendartools-capabilities-and-service-account-auth</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-creative-automation-with-built-in-text-to-image-generation</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-document-and-spreadsheet-automation-with-claude-native-skills</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-gmail-capabilities-with-new-tools-and-service-account-authentication</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-model-choice-with-n1n-an-openai-compatible-provider</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-model-choice-with-native-moonshot-ai-provider</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-multimodal-search-with-cohere-v4-embeddings-on-bedrock</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-provider-choice-with-requesty-llm-gateway</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-tool-coverage-by-running-local-binaries-as-mcp-servers</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expand-whatsapp-interface-with-media-interactive-messages-team-support-and-encryption</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expanded-filetools-enable-precise-edits-and-stronger-guardrails</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/explicit-control-over-non-content-events-during-streaming</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/explicit-control-over-session-state-during-agentos-runs</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/explicit-service-account-authentication-for-vertex-ai-improves-governance-and-onboarding</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/explicit-storage-now-required-for-knowledge-filtering</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/expose-agents-teams-and-workflows-as-telegram-bots-with-the-new-telegram-interface-and-telegramtools</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/extend-teams-with-skills-support</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/extend-workflow-api-with-version-fetching-and-run-level-parameter-parity</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fail-fast-for-unsupported-aws-bedrock-api-key-with-claude-on-aws-bedrock</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-bedrock-onboarding-with-optional-api-key-authentication-for-claude</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-gemini-runs-with-direct-gcs-and-url-file-inputs</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-knowledge-onboarding-with-native-cloud-and-repository-connectors</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-onboarding-with-a-revamped-getting-started-cookbook</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-reliable-web-and-pdf-intelligence-with-built-in-search-and-extraction</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-runs-with-concurrent-memory-updates-and-richer-end-of-run-events</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-setup-with-memori-sdk-v3-0-5-and-automatic-conversation-recording</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-smarter-chat-experiences-with-conversational-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/faster-validated-image-generation-with-google-nano-banana</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fetch-pull-requests-reliably-regardless-of-repository-size</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/filter-pgvector-results-by-minimum-similarity-score</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/finalize-agentos-api-names-by-removing-deprecated-parameters</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/finer-grained-milvus-queries-for-faster-more-accurate-retrieval</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-add-history-to-context-support-in-hitl-multi-round-conversations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-assistant-message-prefill-compatibility-for-claude-4-6-across-all-providers</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-async-toolkit-tool-names-missing-from-team-system-message</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-azure-openai-client-references-lost-after-deepcopy</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-cache-key-generation-for-non-serializable-types-in-response-caching</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-duplicate-results-in-lancedb-hybrid-search</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-duplicate-tool-execution-in-streaming-mode-caused-by-shared-dict-references</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-incorrect-async-module-import-in-mongodb</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-json-serialization-for-mysql-database-connections</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-litellm-overwriting-tool-names-with-empty-strings-during-streaming</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-loop-iteration-input-chaining-and-add-opt-in-forwarding-via-forward-iteration-output</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-multiple-coda-integration-issues-across-tools-slack-team-streaming-and-learning</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-race-condition-causing-duplicate-mcp-sessions-and-stuck-agents-in-parallel-tool-calls</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-server-tool-blocks-being-dropped-from-claude-conversation-history</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-several-claude-specific-issues-across-output-config-tool-schemas-and-streaming</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-siliconflow-provider-base-url-to-use-correct-cn-domain</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-slack-streaming-path-crashing-on-messages-that-exceed-the-length-limit</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-structured-output-detection-for-supported-claude-models</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-tool-call-streaming-using-assign-instead-of-append-in-parse-tool-calls</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/fix-tool-dispatch-when-mixing-external-execution-and-regular-tools-in-openai-responses</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/format-datetime-context-to-match-your-locale-or-use-case-with-datetime-format</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/full-agent-trace-visibility-now-available-with-mlflow</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/full-visibility-and-control-of-agent-as-judge-evaluations-in-agentos</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/gain-fine-grained-access-control-with-built-in-rbac-for-agents-teams-and-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/gain-operational-control-with-async-run-cancellation-and-pluggable-managers</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/get-a-fully-operational-agent-immediately-after-configuration-without-extra-steps</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/get-accurate-knowledge-retrieval-when-using-separate-agent-and-content-databases</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/give-agents-direct-access-to-googles-mcp-toolbox-for-databases-to-expand-workflow-capabilities</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/guarantee-schema-true-outputs-across-models-to-cut-parsing-errors</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/guide-next-steps-with-built-in-followup-suggestions-for-agents-and-teams</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/harden-google-sheets-integrations-with-service-account-authentication</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/high-throughput-embeddings-with-vllm-local-or-remote</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/higher-quality-code-retrieval-with-ast-based-chunking</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/history-messages-are-no-longer-stored-by-default</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/hybrid-search-for-chromadb-improves-retrieval-accuracy-and-recall</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improve-cost-visibility-and-operational-insight</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improve-multi-tenant-safety-with-user-scoped-memory-deletions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improve-observability-and-auditability-of-agent-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improve-rag-answer-quality-with-bedrock-powered-reranking</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improve-session-recall-accuracy</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improve-tracing-and-billing-correlation-with-provider-metadata-in-responses</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improved-database-integrity-for-sessions-and-component-configuration</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improved-reliability-for-async-memory-with-postgres-and-other-async-databases</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/improved-reliability-for-large-chromadb-operations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/increase-reliability-with-openrouter-failover-and-dynamic-model-routing</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/increase-safety-and-control-with-pre-post-hooks-and-built-in-guardrails</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/increase-workflow-resilience-with-partial-tool-execution</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/ingest-any-document-format-into-your-knowledge-base-with-the-docling-reader</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/ingest-llm-friendly-documentation-from-any-site-that-supports-the-llms-txt-standard</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/inspect-instance-scale-at-a-glance-with-the-new-agentos-info-endpoint</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/integrate-agentos-into-existing-apis-with-more-control</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/integrate-agents-with-cometapi-models-for-expanded-capabilities</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/introducing-agentos</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/keep-agents-running-through-provider-failures-with-automatic-fallback-models</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/keep-custom-database-table-names-intact-when-reloading-agent-configurations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/keep-framework-injected-parameters-out-of-user-facing-input-schemas</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/keep-lancedb-integrations-current-with-0-26-0-support</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/keep-runs-within-context-limits-with-automatic-tool-output-compression</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/keep-source-data-intact-when-loading-team-sessions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/keep-streaming-responses-clean-when-client-connections-are-cancelled</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/learning-agents-work-out-of-the-box-with-default-memory-and-clearer-guidance</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/learningmachine-now-available-for-teams-not-just-individual-agents</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/lower-latency-and-richer-telemetry-with-real-time-workflow-event-streaming</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/lower-risk-and-faster-upgrades-to-agno-v2</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/lower-token-spend-and-reduce-drift-with-claude-context-management</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/maintain-context-across-agents-with-shared-sessions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/manage-cron-schedules-directly-from-an-agent-with-the-new-schedulertools-toolkit</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/manage-session-lifecycles-programmatically-with-new-agentos-endpoints</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/message-level-ids-improve-traceability-and-storage-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/migrate-from-ddg-specific-search-to-the-new-generic-websearchtools</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/migrate-to-agentos-for-a-more-unified-workflow-experience</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/migration-script-provides-a-clear-path-to-vectordb-v2</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/model-level-retries-improve-reliability-under-provider-rate-limits</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/mongodb-session-serialization-updated-for-higher-reliability</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/more-predictable-behavior-for-complex-agent-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/more-reliable-interaction-between-ui-and-runtime</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/namespaced-mcp-tools-prevent-collisions-in-multi-server-environments</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/native-amazon-redshift-toolkit-simplifies-data-access-and-operations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/native-async-mongodb-support-for-higher-throughput-agents</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/native-excel-file-ingestion-with-sheet-level-controls-and-automatic-routing</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/native-notion-toolkit-accelerates-content-and-knowledge-automation</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/native-powerpoint-ingestion-streamlines-knowledge-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/native-surrealdb-support-expands-deployment-options-for-agents-teams-and-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/neosantara-added-as-a-supported-model-provider</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/new-googleslidestools-toolkit</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/non-blocking-hooks-accelerate-agentos-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/non-blocking-session-summaries-for-real-time-systems</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/non-blocking-tool-execution-for-async-agents</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/one-flag-to-control-streaming-events-across-agents-teams-and-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/operate-agentos-from-anywhere-with-the-new-agentosclient</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/operationalize-model-quality-with-agent-as-judge-evaluations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/orchestrate-multi-agent-teams-with-four-built-in-execution-modes</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/pass-images-through-workflow-steps-reliably-regardless-of-how-theyre-referenced</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/pause-workflow-steps-after-execution-for-human-review-with-output-review</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/per-request-isolation-delivers-safer-concurrency-and-simpler-multi-tenant-operations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/per-run-dynamic-headers-enable-secure-multi-tenant-mcp-integrations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/predictable-auth-precedence-jwt-is-now-preferred-over-security-key</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/predictable-costs-and-faster-responses-with-cross-provider-token-counting-and-smart-compression</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/predictable-schema-enforced-claude-responses-across-sync-async-and-streaming</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/prevent-configuration-drift-by-scoping-team-model-inheritance</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/prevent-unintended-media-from-being-sent-to-models</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/process-file-inputs-directly-with-openai-responses</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/programmatic-vector-search-in-your-knowledge-bases</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/redis-backed-vector-search-streamlines-knowledge-deployments</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-configuration-errors-and-avoid-runtime-conflicts</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-cost-and-drift-with-out-of-band-memory-optimization-beta</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-friction-and-improve-operational-reliability</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-latency-and-cost-by-skipping-retries-on-non-retryable-llm-errors</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-noise-and-risk-with-agentos-access-logs-off-by-default</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-risk-with-configurable-filesystem-isolation-for-tools</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-runtime-errors-with-schema-validated-inputs-for-agents-and-teams</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-transient-400-errors-in-concurrent-openai-and-azure-openai-workloads</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reduce-workflow-boilerplate-with-native-if-else-branching</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reliable-access-to-workflow-generated-files-via-api-outputs</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reliable-consistent-reads-across-common-data-sources</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reliable-file-search-results-with-vector-store-polling-fix</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reliable-multimodal-streaming-for-teams</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reliable-real-time-event-streaming-in-custom-workflow-steps</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/reliable-website-deduplication-with-per-page-content-hashing</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/remove-spurious-none-prefix-from-tool-parameter-descriptions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/render-autonomous-team-tasks-in-real-time-with-structured-streaming-events</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/respect-chunk-size-in-default-chunking-strategies-across-reader-classes</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/restored-reliable-gemini-file-uploads</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/return-richer-session-data-from-the-agentos-sessions-list-api</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/richer-gemini-streaming-with-url-context-and-web-search</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/richer-human-in-the-loop-controls-for-multi-agent-teams</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/run-agents-and-workflows-without-session-complexity</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/run-agents-teams-and-workflows-remotely-on-agentos-for-scale-and-control</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/run-agents-with-local-and-self-hosted-models-using-llama-cpp</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/run-and-coordinate-remote-agents-over-a2a-with-the-new-a2aclient</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/run-evaluation-workflows-at-higher-scale-and-speed</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/run-evaluations-reliably-on-asynchronous-databases</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/run-long-openai-responses-api-tasks-in-the-background-without-holding-an-open-connection</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/safer-defaults-tools-are-restricted-to-their-base-directory-by-default</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/scale-agent-storage-with-redis-cluster</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/scale-interface-deployments-with-custom-route-prefixes</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/scale-non-blocking-deployments-with-async-postgres-across-the-platform</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/scale-retrieval-with-async-batch-embeddings-across-providers-and-vector-stores</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/schedule-agents-teams-and-workflows-with-cron-based-automation</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/seamless-access-to-anthropic-beta-capabilities-via-configuration</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/search-across-your-slack-workspace-from-within-an-agent-using-slacktools</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/search-the-web-with-recency-and-domain-filtering-using-the-new-perplexitysearch-toolkit</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/search-wikipedia-reliably-with-disambiguation-handling-and-configurable-suggestions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/securely-ingest-private-github-and-sharepoint-content-into-knowledge</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/securely-ingest-private-github-content-using-github-app-authentication</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/see-audio-token-usage-in-run-metrics-for-openai-perplexity-and-litellm</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/see-reasoning-steps-in-real-time-in-the-ag-ui-interface</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/seltztools-updated-to-seltz-sdk-0-1-3</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/semantic-chunking-now-supports-any-embedder-including-custom-providers</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/share-vector-databases-across-agents-with-isolated-search-results</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/ship-responsive-slack-assistants-with-real-time-streaming-and-per-workspace-isolation</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simpler-data-hygiene-with-memory-deletion-enabled-by-default</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simpler-installs-and-broader-deployment-vectordb-no-longer-requires-redis</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simpler-mcp-toolbox-configuration-without-enforced-url-suffixes</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simpler-more-flexible-routing-for-complex-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simpler-streaming-by-default-connections-to-external-mcp-servers</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplified-agentos-configuration-use-a-single-db-parameter</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplified-team-configuration-with-clearer-parameter-naming</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-agent-workflows-by-automatically-passing-dependencies-to-tools</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-authentication-and-governance-with-pluggable-middleware-and-built-in-jwt</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-container-deployments-with-environment-variable-support-in-serve</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-debugging-with-human-readable-agent-and-team-identifiers</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-deployment-and-reduce-operational-complexity</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-enterprise-data-ingestion-with-azure-blob-storage</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-integrations-with-synchronous-knowledge-operations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-multi-database-upgrades-with-a-single-agentos-migration-endpoint</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-streaming-post-processing-with-post-hooks</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/simplify-ui-to-agent-orchestration-with-automatic-session-state-mapping</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/skip-empty-reasoning-blocks-for-non-reasoning-models-on-openrouter</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/smarter-workflow-decisions-with-session-aware-routing-and-conditions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/standardize-model-integrations-with-openai-responses-api-compatibility</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/standardize-system-to-system-integrations-with-an-a2a-json-rpc-interface</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/standardize-web-search-with-duckduckgotools</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/standardized-a2a-endpoints-improve-interoperability-and-client-simplicity</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/standardized-outputs-and-metadata-for-better-observability</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/standardized-response-audio-field-type-for-cleaner-integrations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/standardized-skills-make-agent-capabilities-reusable-and-easier-to-govern</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/step-level-workflow-history-enables-more-context-aware-execution</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/stop-agent-or-workflow-runs-safely-and-predictably</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/stop-losing-code-blocks-in-structured-outputs-during-json-parsing</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/stream-real-time-events-during-autonomous-team-task-execution</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/stream-reasoning-content-as-it-arrives-with-openai-responses</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/stream-reasoning-in-real-time-to-speed-iteration-and-oversight</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/stream-workflow-results-without-awaiting</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/streamline-human-in-the-loop-with-a-single-predictable-requirement-model</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/streamline-knowledge-ingestion-by-adding-multiple-pieces-of-content-at-once</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/streamline-knowledge-management-across-agentic-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/streamline-run-outputs-with-the-new-yield-run-output-flag</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/streamline-upgrades-with-built-in-database-migrations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/streamlined-database-configuration-asyncpostgresdb-now-uses-id-db-id-deprecated</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/streamlined-memori-integration-as-memoritools-is-removed</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/streamlined-tool-and-hook-apis-deprecated-fields-removed</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/strengthen-agent-evaluation-with-subset-matching-argument-validation-and-improved-tool-call-tracking-in-reliabilityeval</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/strengthen-network-security-by-upgrading-h11-to-a-non-vulnerable-version</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/stronger-jwt-validation-with-audience-checks</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/surface-member-tool-calls-and-handle-long-responses-gracefully-in-the-slack-interface</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/swap-models-without-rewriting-tool-definitions-with-cross-model-tool-call-compatibility</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/tailor-document-segmentation-with-custom-prompt-support-on-agenticchunking</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/topic-based-memory-retrieval-in-sqlite-now-returns-correct-results</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/track-cost-tokens-and-latency-per-model-and-per-component</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/track-nested-workflow-events-accurately-with-correct-identity-and-depth</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unblock-reuse-and-governance-by-decoupling-knowledge-from-agents-and-teams</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unified-learning-across-agent-interactions-to-improve-outcomes</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unified-message-history-apis-for-simpler-integrations</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unified-runcontext-streamlines-orchestration-across-tools-hooks-and-functions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unlock-advanced-reasoning-with-gemini-2-5-and-claude-models</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unlock-gemini-3-0-pro-with-thought-signature-support</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unlock-multi-tenant-designs-with-multiple-tables-per-database</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unlock-openrouter-reasoning-messages-for-richer-insight-and-control</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/unlock-pluggable-knowledge-backends-with-the-new-knowledgeprotocol</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/update-configuration-to-new-tool-message-storage-flag</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/update-required-knowledge-search-api-endpoint-renamed</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/update-required-response-audio-schema-standardized</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/update-running-agentos-instances-during-fastapi-lifecycle-to-reduce-downtime</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/update-seltz-toolkit-to-sdk-v0-2-0</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/upload-and-use-pdfs-and-other-files-in-chat-without-interruptions</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/upload-msg-xlsx-and-xls-files-to-agentos-without-workarounds</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/use-claude-on-vertex-ai-with-multimodal-tool-use-and-prompt-caching</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/use-provider-native-json-schemas-for-structured-outputs-with-zero-translation</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/visualize-and-interact-with-vision-ai-workflows</loc>
    </url>
    <url>
        <loc>https://www.agno.com/changelog/work-across-multiple-github-repositories-without-reconfiguring-your-agent</loc>
    </url>
    <url>
        <loc>https://www.agno.com/customer-stories/how-datai-turned-a-fragile-multi-agent-prototype-into-a-production-system</loc>
    </url>
    <url>
        <loc>https://www.agno.com/customer-stories/how-thinqpoint-built-real-ai-systems-without-the-fluff</loc>
    </url>
</urlset>