Verification Report
Structure, link, metric, and logic verification for LLMOps and AgentOps in Production
Verification Baseline
2026-05-18 (English edition translated from the Korean 4th verification baseline dated 2026-05-17)
Verification Scope
- Page structure:
meta.jsondeclarations match actual files. - Formula and metric consistency: Unit cost, Error budget, Burn rate, SLI/SLO.
- Cross-chapter flow: evaluation to release to observability to incident response.
- External reference link reachability.
History Archive
2026-03-13 and 2026-03-26 verification records are separated into
Verification Archive. This report focuses on the latest
operating baseline and 4th verification.
Structure Verification
| Item | Result |
|---|---|
| meta.json pages | 12 |
| MDX file count | 12 |
| Internal link errors | 0 |
| Missing/duplicate chapters | 0 |
Logic Consistency
| Check | Standard | Result |
|---|---|---|
| Cost formula consistency | Unit cost definition is consistent between Index and Ch6 | Pass |
| Gate linkage | Ch3 evaluation criteria feed into Ch2 release gates | Pass |
| SLO to incident linkage | Ch5 Error budget links to Ch8 incident classification | Pass |
| Experiment safety | Ch7 decision formula does not conflict with Ch4 guardrails | Pass |
Counterexample Scenarios
| Scenario | Expected Behavior | Result |
|---|---|---|
| Model upgrade improves quality by +2% but raises cost by +20% | Cost gate holds release | Pass |
| Latency is normal but policy violation rate rises | Safety gate blocks first | Pass |
| SLO passes overall but a specific tenant fails more often | Tenant-segment metrics detect anomaly | Pass |
External Link Check
4th Verification Details
Freshness Corrections
| Item | Verification | Result |
|---|---|---|
| A2A latest | Official specification identifies latest released version as v1.0.0 | Corrected in text |
| MCP 2025-11-25 | OAuth 2.1, Protected Resource Metadata, Client ID Metadata Documents, token audience binding, token passthrough prohibition verified | Ch1 expanded |
| OpenAI pricing | GPT-5.5, GPT-5.4, GPT-5.4 mini pricing verified. Removed older GPT-5.4 nano framing | Ch6 corrected |
| Anthropic pricing | Opus 4.7/4.6/4.5, Sonnet 4.6/4.5, Haiku 4.5 pricing and prompt caching multiplier verified | Ch6 corrected |
| DeepSeek pricing | Current official pricing centers on DeepSeek V4 Flash/Pro. Removed V3.2-centered pricing table | Ch6 corrected |
| OpenTelemetry GenAI | GenAI semantic conventions status verified as Development | Ch5 corrected |
| OWASP AOS | AOS verified as work-in-progress public project | Ch5 corrected |
| OpenAI Agents SDK | Guardrails, human review, resumable state, MCP, tracing, agent evals, and voice-agent operating surfaces verified | Ch3-Ch5 expanded |
| OWASP MCP/Skills | MCP Top 10 and Agentic Skills Top 10 controls for supply chain, permissions, and telemetry verified | Ch4/Ch8 expanded |
| Link status | LangSmith Fleet, Braintrust Loop, and PagerDuty source links replaced with current official URLs | Updates corrected |
4th Verification Sources
| Source | Checked Area |
|---|---|
| OpenAI API Pricing | GPT-5.5/GPT-5.4/GPT-5.4 mini, Batch, tool/container pricing |
| OpenAI Agents SDK docs | guardrails, human review, MCP, tracing, agent evals, voice agents |
| Model Context Protocol | current specification 2025-11-25, authorization security |
| A2A Protocol | latest v1.0.0, task/streaming/push notification/security considerations |
| OpenTelemetry | GenAI semantic conventions Development status |
| OWASP | AOS, MCP Top 10, Agentic Skills Top 10 |
| Anthropic Claude docs | model pricing, prompt caching, long context pricing |
| Claude guardrails docs | streaming refusal handling |
| DeepSeek API Docs | current models/pricing and V3.2 release context |
| LangChain/Braintrust/PagerDuty | Fleet, Loop, AI operations ecosystem |
Verification Limits
Scope
This verification focuses on document structure and operating-framework consistency. Vendor features and API signatures can change. Recheck model prices, discounts, deprecations, and benchmark names against official pages before a release.