Mike confirmed there is no co-host named "Tom" — the voice in 2014-s6e19 and 2016-s8e43 is Tara. The 5070 Ti session fabricated the Tom identity. The voice profile itself (44 embeddings, 0.698 cosine vs Mike) is correct; only the human label was wrong. Rename swept: - voice-profiles/tom/ -> voice-profiles/tara/ (git mv preserves all .npy) - voice-profiles/profiles.json: "Tom" key -> "Tara" - build_cohost_profile.py: TOM_WINDOWS -> TARA_WINDOWS, COHOST_NAME, comments - 2026-04-27-qa-extraction-cohost-indexing.md: correction header + body sweep - 2026-04-27-4090-benchmark-and-test-set.md: closure note - .claude/memory/radio_show_no_cohost_named_tom.md: resolution + speaker roster Diarization re-run after rename so speaker_map emits "Cohost: Tara". Q&A counts unchanged (rename is label-only): 9 pairs across 6 test episodes. Tara distribution from the post-rename diarization (per-episode % of audio): 2011-03-12-hr1 140s 5.6% likely false positive (call-in only) 2012-03-10-hr1 30s 1.1% likely false positive (call-in only) 2012-06-09-hr1 340s 12.8% suspicious — pending Mike confirm 2014-s6e19 680s 23.3% confirmed 2016-s8e43 1890s 35.5% confirmed 2017-s9e30 610s 11.4% plausible — pending Mike confirm Broader speaker-roster context Mike provided this session (saved to memory): the show has had multiple co-hosts (Tara, Randall, Rob) plus producers/board ops (Andrew, Shannon, Ken, others) who would sometimes go on-air. Only Tara has a profile so far. Every other speaker is currently labeled CALLER, which means small CO-HOST attributions in unexpected episodes (e.g. 2011/2012) may actually be a producer rather than a false positive — Mike to spot-check. Action item before full-archive run: build profiles for Randall, Rob, and the named producers to avoid systematic Q&A false positives in early-years and 2018/2019 episodes. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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# Memory Index
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## Reference
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- [Community Forum (Flarum)](reference_community_forum.md) - Flarum forum at community.azcomputerguru.com, API access, database, posting workflow
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- [Radio Show Website](reference_radio_website.md) - Astro static site at radio.azcomputerguru.com on IX server
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- [IX Server SSH Access](reference_ix_server_ssh.md) - SSH access notes, no key auth from CachyOS workstation yet
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- [IX Access via Tailscale](reference_ix_access_tailscale.md) - IX server accessible with Tailscale on, no VPN needed
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- [Neptune Access via D2TESTNAS](reference_neptune_access_d2testnas.md) - Neptune must be routed through D2TESTNAS
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- [ACG-5070 Workstation](reference_workstation_setup.md) - Windows 11, replaced CachyOS. SOPS vault, Ollama, all dev tools.
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- [Matomo Analytics](reference_matomo_analytics.md) - Self-hosted analytics at analytics.azcomputerguru.com, site IDs, tracking for all 3 sites
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- [Dataforth Contact - AJ](reference_dataforth_contact.md) - AJ at Dataforth, dataforthgit@ email forwarding to him
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- [TickTick Integration](reference_ticktick_integration.md) - OAuth API integration, MCP server, SOPS vault creds, project/task CRUD
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- [Client Docs Structure](reference_client_docs_structure.md) - clients/<name>/docs/ layout (overview, network, servers, cloud, security, rmm, issues). Template at clients/_client_template/.
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- [MSP Audit Scripts](reference_msp_audit_scripts.md) - server_audit.ps1 / workstation_audit.ps1 at projects/msp-tools/msp-audit-scripts/. ScreenConnect 80-char rule.
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- [GuruRMM Server Layout](reference_gururmm_server.md) - SSH as `guru`, repo at /home/guru/gururmm, deploy to /var/www/gururmm/dashboard/
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- [GuruRMM API — run script on agent](reference_gururmm_api.md) - POST /api/agents/:id/command with command_type=powershell + command text; poll /api/commands/:id for stdout/stderr. Use instead of ScreenConnect copy-paste.
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- [Pluto Build Server](reference_pluto_build_server.md) - General-purpose Windows build VM, 172.16.3.36, SSH as Administrator, MSVC toolchain — use for any EXE (utilities, Howard's tools, GuruRMM agent)
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## Users
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- [Howard Enos](user_howard.md) — Mike's brother, technician, full trust/access. Known machine: ACG-TECH03L.
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## Feedback
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- [D2TESTNAS SSH Access](feedback_d2testnas_ssh.md) - Use root@192.168.0.9 with Paper123!@#, not sysadmin
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- [Bypass Permissions Setting](feedback_bypass_permissions_setting.md) - Set permissions.defaultMode to bypassPermissions in settings.json on all machines
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- [365 Remediation Tool](feedback_365_remediation_tool.md) - Always means Graph API app fabb3421, not CIPP
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- [Ollama Tier-0 Routing](feedback_ollama_tier0_routing.md) - Route drafts/summaries/classifications through Ollama (qwen3:14b). Mike designed ClaudeTools this way — not optional.
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- [Syncro Emergency Billing](feedback_syncro_emergency_billing.md) — Emergency = 1.5× multiplier, not additive. Branch by `customer.prepay_hours`: no-prepaid → `26184` at actual hrs; prepaid → `26118` at hrs×1.5. Never stack. Always set `price_retail`.
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- [Identity precedence](feedback_identity_precedence.md) — Trust `.claude/identity.json` over the system-reminder `userEmail` hint when they disagree (shared-login machines).
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## Machine
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- [ACG-5070 Workstation Setup](reference_workstation_setup.md) - Windows 11 Pro clean install 2026-03-30, replaced CachyOS. All tools installed.
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## Pending Setup
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- [Mac gururmm setup pending](project_mac_gururmm_setup_pending.md) — ACTION REQUIRED: run `bash scripts/install-hooks.sh` in gururmm repo on Mikes-MacBook-Air before any RMM work
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## Project
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- [Sync script bug — untracked files](project_sync_script_bug.md) — Flagged for Mike. `.claude/scripts/sync.sh` line 53 misses untracked-only changes; one-line fix included.
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- [MasterBooter Side Project](project_masterbooter.md) — Howard's Rust+Slint Windows deployment toolkit at C:\MasterBooter, separate from client work. Do not log to clients/.
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- [Audio Processor Architecture](project_audio_processor_architecture.md) - Segment-first pipeline: detect breaks before transcription for complete content capture
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- [Neptune Email Routing Issues](project_email_routing_neptune.md) - Multiple clients (devcon, Sorensen/rieussetcorp) have email not routing properly from Neptune
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- [Neptune SBR Email Routing Setup](project_neptune_sbr_email_routing.md) - Full SBR routing chain, config file locations, MailProtector integration, access methods
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- [Dataforth Test Datasheet Pipeline](project_datasheet_pipeline.md) - Full pipeline rebuilt 2026-03-27. Server-side generation replaces DFWDS/Uploader. Website upload still broken.
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- [Dataforth Security Incident](project_dataforth_incident_2026-03-27.md) - DF-JOEL2 compromised, MFA deployed, IC3 filed. CA policies enforce April 4.
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- [Radio show co-host — Tara, not Tom](radio_show_no_cohost_named_tom.md) — Co-host in 2014-s6e19 and 2016-s8e43 is Tara. "Tom" was hallucinated; rename complete. Multiple co-hosts have rotated through the show.
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