Remove AI Discovery from docs, expand logs command reference

- Remove AI Discovery nav entry, quick-start section, posture dimension
- Remove AI Discovery commands section from reference
- Expand logs section with all flags: --assessment, --finding, --verdict,
  --category, --from/--until, --days, --last, --format, -o

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Author: dgerog

docs/docs/concepts/security-posture.md

@@ -40,10 +40,9 @@ hb posture --project <id>
 hb posture --org
 ```
 
-Org posture aggregates three dimensions:
+Org posture aggregates two dimensions:
 
 - **Agent Security** -- posture across all security-tested projects
-- **AI Discovery** -- risk posture of discovered AI inventory assets
 - **Quality** -- behavioral quality across all tested agents
 
 ## Include Coverage Breakdown

docs/docs/getting-started/quick-start.md

@@ -47,13 +47,6 @@ hb connect -e ./bot-config.json --repo ./agent-code --serve
 hb connect -e ./bot-config.json --context "Authenticated as Alice"
 ```
 
-### Scan Cloud Platform (AI Discovery)
-
-```bash
-# Browser-based scan, no connector needed
-hb connect --vendor microsoft
-```
-
 ### Non-Interactive Mode
 
 ```bash

docs/docs/reference/commands.md

@@ -50,7 +50,18 @@ Complete reference of all available commands, organized by category.
 
 | Command | Description |
 |---|---|
-| `hb logs` | View logs from latest experiment or project-wide with scope flags (--last, --category, --days, --from, --until, --assessment \<id\>, --finding \<id\>) |
+| `hb logs` | List logs from the latest experiment |
+| `hb logs <experiment-id>` | View logs for a specific experiment |
+| `hb logs --assessment <id>` | List logs for a specific assessment |
+| `hb logs --finding <id>` | List logs linked to a specific finding |
+| `hb logs --verdict pass\|fail` | Filter by verdict |
+| `hb logs --category <name>` | Filter by test category (substring match) |
+| `hb logs --from DATE --until DATE` | Filter by date range (ISO 8601) |
+| `hb logs --days N` | Shorthand for last N days |
+| `hb logs --last N` | Show logs from last N experiments |
+| `hb logs --format json\|html\|table` | Output format (default: table) |
+| `hb logs -o FILE` | Save output to file |
+| `hb logs upload <file>` | Upload conversation logs for evaluation |
 | `hb posture` | View security posture score and grade |
 | `hb posture --trends` | View historical posture timeline |
 | `hb coverage` | View test coverage summary and gaps |
@@ -71,26 +82,8 @@ Complete reference of all available commands, organized by category.
 | `hb guardrails` | Export learned security rules and patterns |
 | `hb campaigns` | View current ASCAM campaign plan |
 | `hb campaigns terminate` | Stop running campaign |
-| `hb logs upload` | Upload production conversations for evaluation |
 | `hb monitor` | Start, pause, or resume continuous monitoring |
 
-## AI Discovery
-
-| Command | Description |
-|---|---|
-| `hb connect --vendor <name>` | Scan cloud platform for AI services |
-| `hb connectors` | List registered cloud connectors |
-| `hb connectors create` | Register new cloud connector with credentials |
-| `hb connectors test <id>` | Test connector connectivity |
-| `hb connectors update <id>` | Update connector name, credentials, or status |
-| `hb connectors delete <id>` | Delete a connector |
-| `hb inventory` | List discovered AI assets with filters |
-| `hb inventory view <id>` | View detailed asset information |
-| `hb inventory update <id>` | Update governance fields (owner, sanctioned, policy) |
-| `hb inventory posture` | View AI discovery posture score |
-| `hb inventory onboard <id>` | Create security testing project from asset |
-| `hb inventory archive <id>` | Archive an inventory asset |
-
 ## SIEM / Sentinel
 
 | Command | Description |

docs/mkdocs.yml

@@ -56,7 +56,6 @@ nav:
     - Firewall: integrations/firewall.md
     - SIEM: integrations/siem.md
     - MCP Server: integrations/mcp.md
-    - AI Discovery: integrations/discovery.md
   - 📦 Deployment: deployment.md
   - 🔐 Authentication: authentication.md
   - 📖 Reference: