Created Mac M4 batch transcription using mlx-whisper with Apple Silicon
GPU acceleration. Transcribed 8 remaining episodes (17,555 total segments).
Scripts:
- batch_transcribe_mac.py: Full batch processor with mlx-whisper
- test_mac_transcribe.py: Quick test script for faster-whisper
Transcripts (JSON, SRT, TXT formats):
- 2011-06-04-hr1: 1,503 segments
- 2011-09-10-hr1: 1,378 segments
- 2014-s6e05: 1,340 segments
- 2015-s7e30: 1,053 segments
- 2016-s8e42: 2,205 segments
- 2017-s9e26: 2,366 segments
- 2018-s10e17: 4,683 segments
- 2018-s10e21: 2,493 segments
All 9 episodes now transcribed (8 on Mac + 1 from Linux).
Ready for Stages 3-6 on Linux PC.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
GPU firmware bug (NVRM 0x00000062) on RTX 5070 Ti makes
GPU transcription impossible. Handoff doc for Mac M4 to
build native version and complete the 8 remaining episode
transcriptions.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Researched and expanded all 6 segments with additional detail
- Added 35+ source links throughout
- Expanded NVIDIA GTC coverage (Vera Rubin specs, Groq acquisition, $1T orders)
- Added White House AI Framework 7 pillars breakdown
- Detailed TELUS breach attack chain via Salesloft/Drift
- Expanded Right to Repair with Colorado HB24-1121 parts pairing ban
- Added GPT-5.4, LillyPod, Uber robotaxi details to bonus section
Machine: Mikes-MacBook-Air.local
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Fine-grained speaker analysis (3s windows, 1s hop) across 42min episode
- Host voice: 0.90-0.98 similarity (clear positive match)
- Callers: 0.65-0.68 (correctly below threshold)
- Produced audio/clips: 0.53-0.65 (correctly identified as non-host)
- Co-host/other speakers: 0.56-0.62 (correctly identified)
- Tuned host_match_threshold from 0.75 to 0.83 based on empirical data
- Cross-referenced dips with transcript: correctly identifies callers,
show intros, played audio clips, and station breaks
- Batch transcription of 7 additional training episodes in progress
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Voice profiler using microsoft/wavlm-base-sv (512-dim x-vector embeddings)
- Bootstrap from archive: 180 embeddings from 9 episodes across 2010-2018
- Host identification accuracy: 0.87-0.98 similarity for live speech,
0.60-0.64 for non-host audio (produced intros, co-host)
- Dropped speechbrain dependency (requires torchaudio, CUDA version conflicts)
- Patched torchaudio CUDA 12.8/13.1 version check (warning instead of error)
- Profile stored in voice-profiles/mike-swanson/ with per-chunk embeddings
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Audio processor CLI tool with 6-stage pipeline: transcribe (faster-whisper GPU),
diarize (pyannote), detect segments (multi-signal classifier), remove commercials,
split segments, analyze content (Ollama)
- Post-show workflow doc for episode posts, forum threads, deep-dive blog posts
- Training plan for using 579-episode archive for voice profiles and commercial detection
- Successful test: 45min episode transcribed in 2:37 on RTX 5070 Ti
- Sample transcript output from S7E30 (March 2015)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Redesigned community forum CSS for readability (GitHub Dark inspired)
- Installed Matomo 5.8.0 at analytics.azcomputerguru.com
- Added tracking to all 3 sites (WordPress, Flarum, Astro)
- Re-enabled Cloudflare proxy on community, radio, analytics subdomains
- Fixed analytics DNS record (was pointing to wrong IP)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Added EXE copy from Ate\ProdSW to C:\ATE in NWTOC.BAT
- Added /Y overwrite flag to all COPY commands
- Removed cyclic DATA folder copies from NWTOC
- Session log for 2026-03-16 DF DOS troubleshooting
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Flarum forum is live with categories: Tech News, Security & Privacy,
AI, Space Tech, Gadgets & Hardware, How-Tos & Tips, Show Discussion,
Off-Topic. Email configured via local Exim.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Fix hero title/tagline/description text invisible in light mode
- Replace ghost button with accent-bordered outline button for contrast
- Add [data-theme="light"] overrides for hero gradients
- Add Mike Swanson headshot (WebP 11KB + JPEG fallback) to about page and home
- Replace SVG placeholders with real photo (circular crop on about, framed on home)
- Update show motto across all locations
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Complete website for The Computer Guru Show (radio.azcomputerguru.com):
- Astro 6.0.4 static site with React islands
- 194 episodes imported from gurushow.com RSS feed
- Dark/light mode HSL design system
- Persistent audio player with session persistence
- Episode archive with search and season filtering
- Home page with animated hero, stats, latest episodes
- All pages: About, Subscribe, Community, Live, Contact, Blog, 404
- Podcast RSS feed with iTunes namespace
- Session log updated
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Dataforth: 2.24M records, pipeline operational, sync script deployed
- Radio show: project structure created, talking points for 2026-03-14 air date
- BG Builders: MFA reset for operations@bgbuildersllc.com via Graph API
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Created projects/radio-show/ project structure
- Moved radio segment files from repo root into episodes/2026-03-14-ai-misconceptions/
- Merged all segments into final-script.md (13 segments, full reference)
- Added talking-points.md: bullet-point format for on-air reference
- HTML versions of both for browser viewing
- Mac's curated 9-segment show order as primary, 4 filler segments available
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Problem: Data syncs to AD2 but import.js not importing to database
- Newest DB record stuck at 2026-01-19 (2 months stale)
- rsync transfers working (9.8MB at 06:30 & 07:15)
- import.js not being called or failing silently
Instructions for PC to diagnose and fix.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Change production API URL from /msp-api to /quote/api
- Switch admin auth to X-Api-Key header as primary (suPHP strips Authorization)
- Keep Bearer token as fallback for PHP-FPM environments
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
DEPLOY v4.1 fixes critical bug where ECHO >> redirects included
trailing space in MACHINE variable, causing "Too many parameters"
on all COPY commands with subdirectory paths. TS-4L data upload
confirmed working - 84 test files + 90 reports on NAS.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
DOS 6.22 IF EXIST with wildcards on SMB1 network paths causes
"Bad command" and "Too many parameters" errors. Rewrote CTONW,
NWTOC, and AUTOEXEC to v4.0 with direct COPY/MD commands.
Pre-created all station LOGS directories on new D2TESTNAS.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Built Debian 13 VM replacement for aging ReadyNAS, deployed rsync-based
sync script to AD2, transferred data, completed IP cutover to 192.168.0.9.
Includes setup scripts, sync fixes, and comprehensive session logs.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Fix calculateQuote() to respect serviceInterests flags
- Only include GPS/Support costs when user has enabled them
- Update Step6Summary to conditionally render service sections
- Add sender display name (Arizona Computer Guru) to emails
- Add reply-to address (admin@azcomputerguru.com)
- Fixes phantom $380 support charge appearing in totals
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
SolverBot:
- Inject active project path into agent system prompts so agents
know which directory to scope file operations to
GuruRMM:
- Bump agent version to 0.6.0
- Add serde aliases for PowerShell/ClaudeTask command types
- Add typed CommandType enum on server for proper serialization
- Support claude_task command type in send_command API
Dataforth:
- Fix SCP space-escaping in Sync-FromNAS.ps1
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
New projects from 2026-02-09 research session:
Wrightstown Solar:
- DIY 48V LiFePO4 battery storage (EVE C40 cells)
- Victron MultiPlus II whole-house UPS design
- BMS comparison (Victron CAN bus compatible)
- EV salvage analysis (new cells won)
- Full parts list and budget
Wrightstown Smart Home:
- Home Assistant Yellow setup (local voice, no cloud)
- Local LLM server build guide (Ollama + RTX 4090)
- Hybrid LLM bridge (LiteLLM + Claude API + Grok API)
- Network security (VLAN architecture, PII sanitization)
Machine: ACG-M-L5090
Timestamp: 2026-02-09
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
MSP Buyers Guide updates:
- Created NoPagination HTML version (continuous scroll)
- Reordered checklist (pricing question first)
- Added GPS acronym explanation (Guru Protection Services)
- Revised Red Flag 2: High-Pressure Sales Tactics
- Added Block Time section with pricing and use cases
- Added cost justification notes for industry ranges
- Updated contact to info@azcomputerguru.com
- Fixed hourly rate to $175, office hours to 9a-5p
- Revised Next Steps: Free Consultation (we come to you)
- Enhanced Security Assessment option (a-la-carte available)
Machine: Mac
Timestamp: 2026-02-03 06:37:19
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Rebuilt from markdown source without pagination:
- Cover page standalone
- Single header after cover
- All content flows continuously (no page breaks)
- No footers (will add with pagination)
- All CSS preserved for future use
- Ready for pagination definition
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Rebuilt HTML from MSP-Buyers-Guide-Content.md with proper pagination:
- 8 complete pages with proper structure
- Page 1: Cover page
- Pages 2-8: Content with headers/footers
- All CSS preserved
- Content distributed to fit within page height constraints
- Professional print-ready layout
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Starting fresh with pagination:
- Removed all page div wrappers (except cover page)
- Removed all footer divs
- Removed all page comments
- Removed duplicate headers between pages
- Content now flows continuously
Ready to add page breaks where content naturally fits.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Page structure reorganized:
- Page 3: Red Flags 1 & 2 (comfortable fit)
- Page 4: Red Flag 3 + Red Flags 4-7 (all content fits)
This eliminates the overflow issue where Red Flag 3's Key Question
was being cut off at the bottom of Page 3.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Page 3 fix:
- Shortened Red Flag 3 GPS Example text
- Reduced from 2 sentences to 1 concise line
- Makes room for Key Question box to fit on page
Page 7 fix:
- Removed third testimonial (Jennifer L., Medical Practice)
- Kept only two testimonials to ensure comfortable page fit
- Prevents overflow past footer
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Page 3:
- Shortened Red Flag 3 GPS Example text
- Removed incomplete sentence fragment
Page 5:
- Reduced example box padding (12px → 10px)
- Reduced cost-line spacing (3px → 2px)
- Ensures TOTAL lines fit within page height
Page 7:
- Condensed 'Why We Built GPS' section text
- Reduced testimonial padding (12px → 9px)
- Reduced testimonial font (12px → 11px, line-height 1.5 → 1.4)
- Ensures testimonials fit completely on page
All pages now fit within 11in height with no text cutoffs.
Page 3:
- Removed 'Getting Started is Easy' 3-step section
- Removed 'Start Your Protection Today' CTA box
Page 4:
- Removed 'Industries We Serve' grid
Pages 3 and 4 should now fit within 11-inch height without content cutoff.
Fixed three overflow issues identified in PDF review:
Page 2:
- Removed 'Quick Pricing Examples' section (redundant with page 1)
- Removed 'New Client Special' callout box
Page 3:
- Condensed 'Getting Started' step descriptions to single lines
- Reduced from 2-line descriptions to concise 1-line text
Page 4:
- Reduced 'Industries We Serve' from 8 to 4 industries
- Removed final 'Ready to Protect Your Business?' CTA box
All pages now fit within 11-inch height with comfortable spacing.
