docs: audit and align docs with Agno v2.7.4

[ashpreetbedi]

Release boundary

• Agno: v2.7.4 at d1b3a6dc0ed532ac734efb58eb1206bb3bedff09
• Docs base: 38a2f82a63cf8baafec2ea9ab42b1cba19d7e37f
• Docs head: e4ff38a9c212dbb308afa047c538f36bb581a4c6
• Post-tag Agno work is intentionally out of scope per the repository owner.
• All moving companion main refs were fetched again immediately before publication and remained at their sealed SHAs.

Scope

• Retargeted example generation, links, references, and OpenAPI to Agno v2.7.4.
• Corrected source-backed SDK, CLI, AgentOS, session, workflow, team, auth, storage, and interface contracts.
• Repaired runnable setup and code defects, including async client examples, missing dependencies, stale model/API guidance, unsafe tool exposure, and media encoding.
• Aligned deployment and product pages with 17 sealed companion repositories, including current skill counts, runtime registrations, environment flows, and security boundaries.
• Preserved generated cookbook source byte-for-byte and implemented durable generator or one-off transformations where rendered guidance needed correction.
• Rejected cosmetic and speculative churn.

Diff: 47 commits, 2,227 files changed, 16 added, 2,211 modified, 0 deleted, 13,996 insertions, and 4,971 deletions.

Sealed source map

Repository	Revision	SHA
agno-agi/agno	v2.7.4	d1b3a6dc0ed532ac734efb58eb1206bb3bedff09
agno-agi/agent-ui	main	6dad9593fca6756e1813e4f4b3b2620be6377691
agno-agi/agentos-aws	main	2d4283cadbb898a37d636769539d50cbb36466ed
agno-agi/agentos-azure	main	778cfd34d0fd33d93d8dac98148ab7103b53c781
agno-agi/agentos-docker	main	d767f0ef38e8d4975c23b180cee35dc509529e53
agno-agi/agentos-fly	main	8f40303bc3f6e567303c7407ac4ffa241072b394
agno-agi/agentos-gcp	main	0c5c4f7f2a5111d954012d774fc9c0e633f6243e
agno-agi/agentos-helm	main	f029633fe5480489c74fff648fdbf9c8948aac5b
agno-agi/agentos-modal	main	9dcc7c66ce6818ee1253345a277c6371632d5547
agno-agi/agentos-railway	main	ad58e94d9e15476b7d54588fac4df2aaab373f05
agno-agi/agentos-render	main	a97f5d34dac3c61b63d80139cb47ae96de37a87a
agno-agi/coda	main	8a94cf54f3cc135027f8de75188930e0467b4fa1
agno-agi/context	main	417be08fa78bbc12df0704a68c2ac51dca4b123a
agno-agi/dash	main	6d86fca8e85b17349238389f5fad92d15e8f633f
agno-agi/demo-os	main	4bd50f71b9d29cdd24fd86c2c059c8057b9009c4
agno-agi/investment-committee	main	5bb30f7d090c4b074e009578ee3dbd9209ad698d
agno-agi/investment-team	main	5bb30f7d090c4b074e009578ee3dbd9209ad698d
agno-agi/scout	main	088a8ebb3d0e4764e3f30937345ea3753d5990a8

All source checkouts were clean and detached. The docs origin/main ref remained at the recorded base immediately before publication.

Final verification

• Generator plan: 1,755 KEEP_VERBATIM, 327 PRESERVE_CURATED, 18 REGEN, 0 DELETE, 0 NEW.
• Full regeneration: 1,773 pages written, 0 failures, 0 warnings; title dedupe and one-offs are stable with 0 pending changes.
• Integrity: 1,773 generated pages, 1,835 source fences, 2,100 example files, 2,150 pinned release links, and 5 curated-source bindings checked; 0 problems.
• Inventory: 3,885 MDX pages; 4,373 nav entries; 3,778 unique reachable pages; 0 missing nav files; 107 reviewed orphans.
• Navigation assets: 118/118 media referenced; 105/105 snippets used; 0 dangling includes.
• Redirects and links: 2,513 redirects with 0 shadowing, dead destinations, duplicates, or chains; 4,360 internal links with 0 broken links or anchors.
• Descriptions and style: 0 missing descriptions; all configured tripwires are 0 except 2 source-owned cookbook hype terms.
• Install coverage: 1,436 pages scanned, 0 offenders, 0 missing requirements, 221 reviewed allowlist entries, 1 non-failing heuristic review.
• Reference drift: 147 pages, 135 clean, 12 skipped, 0 missing/phantom/wrong-default fields, 0 pages with drift.
• Imports: 566 unique statements; 409 runtime OK, 157 dependency-only and source-verified, 0 real failures.
• OpenAPI: generated YAML is byte-identical; 142 operations, 238 schemas, 0 endpoint/operation/schema changes. JSON SHA-256 3587e5b6b510ed2f448fb630ebb1f66c4cc5611e843b953b8dd268b39920db80; YAML SHA-256 478a2b311fa4cd8cedc6d6d3631c5200e35dca0e6885609775622e3e16540332.
• Template parity: 9/9 deployment templates have six skills and setup-platform; 9/9 setup snippets match the target repositories.
• CLI/runtime: agnoctl 0.1.3, 9 create templates, documented create/connect/eval flags present; A2A open route 200, protected route without token 401, all documented public routes 200.
• Targeted executable checks: A2A client 9/9 Python fences; RemoteWorkflow 8/8; Slack channel-scoped session IDs; Cartesia base64 round-trip; Dash Bash 5 post-increment failure reproduced.
• Service-account source suites: 34/34 and 39/39 passed. The latter emitted one known Starlette deprecation warning.
• Final independent convergence: seeds 70139 and 84211, 28 stratified pages each, both zero substantive findings at exact head.
• Mintlify: mint broken-links passed; mint validate passed.
• Repository seal: git diff --check passed; tracked tree clean; zero deletions.

mint build was not run, per repository instructions.

Deliberate states

• The 107 non-navigation pages and 53 links to those reviewed pages remain. No shipped page or route was deleted.
• The install allowlist and the single Slack default-model heuristic review remain deliberate.
• Twelve reference pages remain skipped by the drift checker. The optional Hugging Face import warning is unchanged.
• Two style hits remain because they are source-owned cookbook prose.
• OpenAPI generation retains the released duplicate get_config operation-ID warning.

Audit record and upstream-only observations

The gitignored local evidence ledger contains 257 adjudicated candidates: 235 accepted and 22 rejected. It is 120,193 bytes with SHA-256 61050f671ecb80ce0b2c10becdbb41e153051c82972427257d52c5bb85ce5fa7.

The gitignored upstream-only ledger contains 133 observations. It is 54,645 bytes with SHA-256 6d8871aed7213d892a9d9153e27a990ca9a2dd0176a506168183b1a4ead83f82. These include incomplete source OpenAPI metadata, stale cookbook setup or safety claims, the A2A AgentCard.capabilities annotation/runtime mismatch, Cartesia and Gmail cookbook defects, and the Dash railway_env.sh Bash portability bug. No source or companion repository was modified or pushed.

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