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clawd/memory/2026-02-13.md

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2026-02-13 (Friday)

GPU Research Session (4:14-4:48 AM)

Johan explored GPU options for local AI/CoS. Key progression:

  1. Started with RTX A6000 48GB ($4,599) — too expensive for the value
  2. RTX 8000 48GB (~$2,000) — same VRAM, older/slower, better price
  3. RTX 3090 24GB (~$850) — faster than RTX 8000 but only 24GB
  4. Tradeoff crystallized: 3090 = fast but limited VRAM, RTX 8000 = slower but can run 70B models
  5. Johan's concern: slow assistant = "I'll do it myself" — speed matters for adoption
  6. Real motivation revealed: NOT cost savings — he wants persistent memory/consistent CoS. Tired of amnesia.
  7. Cloud GPU rental (RunPod, Vast.ai) works for periodic LoRA training without buying hardware
  8. Conclusion direction: Better memory pipeline (RAG + nightly distillation) > buying GPU hardware
    • Distillation/memory work is cheap model work (Qwen, K2.5, Gemini Flash)
    • Opus stays for live conversation judgment
    • No hardware purchase needed — fix the software/memory problem instead

Key insight from Johan

"It's not about money! It's about consistent memory" — the amnesia problem is his #1 frustration with AI assistants.

Qwen2.5-32B Assessment

  • Compared to Opus 4: B/B+ vs A+ (solid mid-level vs senior engineer)
  • Compared to Opus 3.5: closer but still noticeable gap
  • No local model today is good enough for full autonomous CoS role
  • 6 months from now: maybe (open-source improving fast)

Alex Finn Post (@AlexFinn/2021992770370764878)

  • Guide on running local models via LM Studio — 1,891 likes
  • Good for basics but focused on cost savings, not memory persistence

Cloudflare Agent Content Negotiation

  • Cloudflare adding Accept: text/markdown at the edge for AI agents
  • Added to inou TODO (/home/johan/dev/inou/docs/TODO.md)
  • Relevant: inou should be agent-first, serve structured markdown to AI assistants
  • Competitive differentiator vs anti-bot health platforms

Email Triage

  • 1 new email: Amazon shipping (EZVALO motion sensor night lights, $20.32, arriving today)
  • Updated delivery tracker, trashed email
  • MC performance issue: queries taking 15-16 seconds consistently — needs investigation

RTX 5090 Scam

  • Johan found $299 "RTX 5090" on eBay — zero feedback seller, obvious scam. Warned him off.

Webchat Bug

  • Johan's message got swallowed (NO_REPLY triggered incorrectly), he had to resend

Cron Jobs → Kimi K2.5 on Fireworks

  • Switched 7 cron jobs from Opus to Kimi K2.5 (fireworks/accounts/fireworks/models/kimi-k2p5)
  • K2.5 Watchdog, claude-usage-hourly, git-audit-hourly, dashboard usage, git-audit-daily, update check, weekly memory synthesis
  • Qwen 2.5 32B deprecated/removed from Fireworks — only Qwen3 models remain
  • Qwen3 235B MoE had cold-start 503s (serverless scaling to zero) — unreliable
  • K2.5 stays warm (popular model), ~9s runs, proven in browser agent
  • Fireworks provider registered in OpenClaw config with two models: K2.5 (primary) + Qwen3 235B (backup)

Fireworks Blog Post

  • Fireworks published blog about OpenClaw + Fireworks integration
  • Pitch: use open models for routine tasks (10x cheaper), Opus for judgment
  • Validates our exact setup

Shannon VPS — New Credentials (from Hostkey/Maxim)

Fire Tablet Alert Dashboard (new project)

  • Johan doesn't see Signal alerts reliably — wants a spare Fire tablet (Fully Kiosk) as alert display
  • Requirements: clock, calendar, notification push with sound ("modest pling")
  • Two approaches discussed: standalone web page (preferred) vs Home Assistant integration
  • Johan OK with me coding it or using HA
  • Plan: simple HTML dashboard on forge, SSE for push alerts, Fully Kiosk loads URL

GPU Purchase Decision

  • No GPU purchase yet — persistent memory problem better solved with software (RAG + nightly distillation)
  • If buying: RTX 8000 48GB (~$2K) best option for fine-tuning/70B models
  • Cloud GPU (RunPod/Vast.ai) viable for periodic LoRA training

MC Performance Issue

  • Message Center queries taking 15-16 seconds consistently — needs investigation

Alert Dashboard — Port Conflict Fixed

  • Subagent built alert-dashboard (Node.js/Express, SSE, analog clock, calendar, alert feed)
  • Initially deployed on port 9201 — WRONG, that's DocSys's port
  • Moved to port 9202, restored DocSys on 9201
  • Service: alert-dashboard.service (systemd user, enabled)
  • Source: /home/johan/dev/alert-dashboard/
  • API: GET /, GET /api/alerts, POST /api/alerts, GET /api/alerts/stream (SSE)
  • Fully Kiosk URL: http://192.168.1.16:9202

Shannon VPS — Setup Progress

  • SSH key from forge works ✅ (root@82.24.174.112)
  • Password login: root / K_cX1aFThB — LEFT ENABLED per instructions
  • Repo cloned to /opt/shannon
  • Docker build started (still building when subagent finished)
  • TODO: Check build completion, run portal test against inou.com

Kaseya Device Policy Change (IMPORTANT)

  • CISO Jason Manar announced: only Kaseya-issued IT-managed devices on corporate network
  • Personal/BYO devices → BYO network only, no VPN access
  • Rolling out "starting tomorrow" (Feb 14) over coming weeks
  • Johan currently uses personal Mac Mini for EVERYTHING (Kaseya + inou)
  • Has a Kaseya XPS14 laptop he hates
  • Recommended: Request a MacBook Pro (CTO-level ask), keep Mac Mini for inou on BYO network
  • Johan is upset about this — impacts his entire workflow

Cron Job Fixes

  • git-audit-hourly timeout bumped 60s → 120s (K2.5 needs more time for git operations)
  • claude-usage-hourly had stale Qwen3 235B session — will self-correct on next run
  • K2.5 Watchdog hit session lock error — transient from concurrent subagent spawns

Email Triage — 7:13 AM (cron)

Mail bridge restarted — /messages/new was hanging, health OK. Restarted service, recovered.

Trashed (9):

  • TradingView plan expired (johan@) — Basic plan now, renew if needed
  • Fleur du Mal "Bianca Lace Pink Lady" — color variant, not new collection
  • LinkedIn "7 new messages" notification
  • Trump Media DJT digital token update (corporate press release)
  • Zillow ×3 (851 Brightwaters now listed at $7.25M! + price cut alert + 2 results)
  • Glamuse lingerie marketing
  • Amazon EZVALO shipping (already tracked)

Archived (2):

  • Z.ai GLM-5 announcement → posted to dashboard news. Claims Opus 4.5-level coding. Johan has dev account (Lite tier, GLM-5 not available yet for Lite).
  • Dialectica consulting (Ryan Rousse Grossman) — IT Disaster Recovery Market, paid consulting. Archived as cold outreach.

Kept in Inbox (1 new):

  • Cronometer Gold renewal — Feb 20, Mastercard ending 2208. FYI for Johan.

Already in Inbox (previously triaged, awaiting Johan's action):

  • Neel Madan reply re: Sophia's MRI
  • Diana Geegan listing agreement
  • 4× dotloop signed docs (listing agreement, broker disclosure, seller disclosure, flood disclosure)
  • Dotloop "review 5 documents" request
  • Hostkey support ×2 (CS-391069)
  • Tailscale trial ended
  • Frontier auto-pay confirmation

Notable: 851 Brightwaters now live on Zillow at $7,250,000 (up from $7M net sheet). Listed by Keller Williams.

Email Triage — 8:34 AM (cron)

Trashed (5):

  • TradingView "80% off" Valentine's marketing
  • TradingView "plan expired" (already noted at 7am)
  • HOSTKEY CS-391069 ticket closed (x2 duplicate)
  • Z.ai GLM-5 announcement (already posted to dashboard at 7am)

Archived (7):

  • Frontier auto-pay $59.99 (2/13, account *0185, card *2269)
  • Dotloop signed confirmations x4 (listing agreement, broker disclosure, seller disclosure, flood disclosure — 851 Brightwaters)
  • Dotloop "review 5 documents" (already completed/signed)
  • Diana Geegan listing agreement PDF (ingested to docs)
  • Tailscale trial ended (downgrade to Personal or pick paid plan)

Kept in Inbox (2):

  • Dr. Neel Madan — confirmed Sunday 2PM call re: Sophia's MRI. "Perfect. Talk to you then."
  • Dr. Neel Madan earlier message (thread context)

Email Triage — 9:13 AM (cron)

Kept in Inbox (action required):

  • Dr. Neel Madan — Confirmed call Sunday 2PM re: Sophia's Dec 31 MRI. Johan replied 1:37am, Neel said "Talk to you then." CRITICAL.
  • Belastingdienst — Corporate tax filing (vennootschapsbelasting) reminder for 2025, entity ending ***871. Deadline in Mijn Belastingdienst Zakelijk.
  • Cronometer — Gold subscription renews Feb 20, Mastercard *2208.

Trashed (1):

  • Nordic Pure — President's Day marketing

Archived (1):

  • Older Dr. Madan thread (id:155, superseded by id:161)

Verizon Purchase (document inbox)

  • Johan switched to Verizon: 4 new lines, 4 iPhones (3x iPhone 17, 1x iPhone 16 Plus)
  • All devices $0/mo with 36-month promo credits
  • Monthly estimate: $170.97
  • His number 727-225-2475 porting from Mint Mobile
  • New numbers: 727-225-3810, 727-307-3952, 727-358-1196
  • Paid $232.40 today (taxes/fees)
  • Receipt stored: documents/store/f281445ed5af1426.pdf
  • Record: documents/records/bills/verizon-purchase-2026-02-13.md
  • Note: Mikhail was on Mint Mobile too — this confirms the family is moving to Verizon

8:22 PM — Document Inbox: Real Estate PDFs

6 Brightwaters listing documents arrived in ~/documents/inbox/ at 20:09:

  • Exclusive_Right_of_Sale_Listing_Agreement_ERS-21tb.pdf
  • Brightwaters_MLS_ACT.pdf
  • Seller_Disclosure_Residential.pdf
  • Sellers_Property_Disclosure_SPDR-4x.pdf
  • SellerDisclosureUpdate.pdf
  • Office_Exclusive_No_Entry_Into_MLS.pdf Doc processor is inactive. Will flag for Johan when he wakes (~10:15pm).

RCA & Architecture Overhaul (10:30 PM - midnight)

Promotion: Chief of Staff

Johan promoted James from assistant to Chief of Staff. Key principles:

  • Strategic partner, not task runner
  • Memory protection is job #1 — write it down or lose it
  • Right model for the right job (Opus for judgment, K2.5 for grunt work)
  • Autonomous subagent delegation — spin up freely, name them, use appropriate models
  • Never ask "who is X?" if I've encountered it before — my memory is my reputation

Johan's Core Philosophy (MEMORIZE)

  • "Always attack problems at their source. I hate workarounds. They will bite me in the ass tomorrow."
  • Don't band-aid. Fix the root cause.
  • If something is triggering noise, fix the trigger — don't filter the noise downstream.
  • Example: instead of triaging emails in OC (workaround), embed K2.5 triage directly IN Message Center (source fix).

Architecture Changes Made

  1. K2.5 Watchdog cron killed — 288 phantom sessions/day, never caught anything, monitoring a dead agent
  2. Session cleanup — 2,514 orphaned files + 320 stale session keys removed (2,843 → 17 files)
  3. Email webhook moved — from main session → mail agent (stops email triage polluting conversation)
  4. K2.5 triage embedded in Message Center — MC now calls Fireworks directly, reads prompt from file (hot-reloadable), only webhooks on escalation. Logs all actions to tablet dashboard.
  5. Daily reset moved — 4am → 9pm (aligned with Johan's first sleep block)
  6. Nightly Maintenance cron (9pm) — memory flush + OS/Claude Code/OpenClaw updates + session cleanup, all in one shot
  7. Cron consolidation — killed Email Triage Summary (AM/PM), Update Check, K2.5 Watchdog, git-audit-daily-full. Merged claude-usage jobs. 350 sessions/day → ~43.
  8. Context pruning enabled — cache-ttl mode, trims old tool results after 5min. Dramatically reduces compaction pressure.

Tools Reminder

  • bird for X/Twitter — always. Don't use web_fetch for tweets.
  • bird wrapper at ~/clawd/scripts/bird

Config State After Changes

  • session.reset.atHour: 21 (9pm ET)
  • contextPruning.mode: "cache-ttl", ttl: "5m"
  • hooks.messages → sessionKey: "mail" (was "main")
  • MC triage prompt: ~/clawd/config/email-triage-prompt.md