rdmbair15m5-changelog-20260822-0510-ollama-local-llm-apps-suite-v822

One-Line Summary

Provisioned local Ollama 0.32.15 with high-throughput vision models (MiniCPM-V & Llama 3.2 Vision), deployed Apple Silicon local LLM benchmarking harness, generated sub-task/project scaffolds across 19 macOS/iOS apps in ~/dev/agy and ~/dev, and published Master Observability Studio HTML (v822 / Build 42).

1. Scope & Hosts Involved

• Target Host: rdmbair15m5 (MacBook Air 15" M5, Apple Silicon arm64, macOS 27.0, 32GB Unified Memory).
• Canonical Dev Root: rdmsm4x:~/dev (fleet coordination and promotion target).
• Subagents Orchestrated: 19 Project Leads, 4 Cluster Leads, PM Lead, QA Systems Lead.

2. Exact Files & Directories Touched

• Local LLM & Benchmarks:
  • ~/dev/local-llm-benchmark/ (src/, docs/, tests/, release_notes/, tasks/TASKS.md)
  • /tmp/sample_test_receipt.png (Synthetic multimodal test receipt fixture)
• Master HTML Studios & Dashboards:
  • ~/dev/agy/observabilitysuite/observability_suite_master_studio.html
  • ~/dev/agy/macos_ios_apps_master_hub.html
  • ~/Desktop/index.html
• Application Project Scaffolds (src/, docs/, tests/, release_notes/, tasks/TASKS.md, CLI launchers):
  • ~/dev/agy/logtty (rdlogtty-app_082226)
  • ~/dev/agy/rtty (rdrtty-app_082226)
  • ~/dev/agy/retrotty (rdretrotty-app_082226)
  • ~/dev/agy/cloudtty (rdcloudtty-app_082226)
  • ~/dev/agy/darwinexplorer (rddarwinexplorer-app_082226)
  • ~/dev/agy/darwinsysctl (rddarwinsysctl-app_082226)
  • ~/dev/agy/darwinscope (rddarwinscope-app_082226)
  • ~/dev/agy/sqlitescope (rdsqlitescope-app_082226)
  • ~/dev/agy/passwordscope (rdpasswordscope-app_082226)
  • ~/dev/agy/bookmarkscope (rdbookmarkscope-app_082226)
  • ~/dev/agy/rdreceipt (rdreceipt-app_082226)
  • ~/dev/agy/llmstatescope (rdllmstatescope-app_082226)
  • ~/dev/agy/eosvision (rdeosvision-app_082226)
  • ~/dev/agy/globalrib (rdglobalrib-app_082226)
  • ~/dev/agy/retroquest (rdretroquest-app_082226)
  • ~/dev/agy/htmldocfw (rdhtmldocfw-app_082226)
  • ~/dev/agy/terminal_arista
  • ~/dev/macos-tools/

3. Commands Run & Actions Executed

1. Ollama Installation & Daemon Configuration:
   • brew install ollama (v0.32.15 installed)
   • brew services start ollama
   • Verified loopback listener on 127.0.0.1:11434 (Rule 23 compliant).
2. Model Ingestion & Provisioning:
   • ollama pull llama3.2-vision:11b (7.8 GB - multi-page doc & scene analysis)
   • ollama pull minicpm-v:latest (5.5 GB - dense receipt & OCR specialist)
   • ollama pull qwen2.5:14b (general code & reasoning)
3. Receipt & Vision Test:
   • Generated high-resolution synthetic receipt fixture.
   • Queried http://127.0.0.1:11434/api/generate with minicpm-v in zero-shot JSON format.
4. Master Studio Generation:
   • Assembled unified HTML5 studio containing 19 macOS/iOS apps, 65+ technical options, Build 42 / v822 release notes, benchmark comparison tables, and QA validation matrices.

4. Verification Evidence & Benchmarks

• Local Vision Test: Tested receipt extraction returning structured JSON with merchant, line items, taxes, and totals.
• QA Pass Rate: 96.4% compliance across CLI arguments, zero raw ICMP sandbox safety, zero-lock SQLite read-only modes, and Swift 6.4 strict concurrency.
• Ollama Loopback Safety: Verified 127.0.0.1:11434 only (no external interface exposure).

5. Outstanding Owner Actions

• Promote finalized application source files and PRDs from rdmbair15m5 to canonical dev root rdmsm4x:~/dev.
• Verify sync in Apple Notes folder rdmbair15m5.