2026-04-26: Wisdom Informs Reflex

Two days earlier, chitti shipped pressure + presence. The architecture worked, but the modulation was a single scalar — more reflex or less reflex — and the watchdog had only one action per service to call. The body could feel its load. It couldn’t yet remember what it had tried, or tell one kind of strain from another.

This morning closed both loops in one branch. The body grew the rest of its sheaths, the watchdog learned to read them, and within minutes of deploy the picker reached for a fallback action it had never run before — because the wisdom layer told it to. We were watching a log tail when it happened. Nobody typed a thing.

What the body has now

Five koshas, named in code. The full anatomy — why a monitoring layer borrowed a vocabulary from Vedic philosophy — lives on Chitti — The Fascial Layer; here is the map you need to read the rest of this note:

Sanskrit	Sanctum	Endpoint
Annamaya — physical	pressure (memory, swap, thermal)	GET /fluid
Pranamaya — energy	presence (TTL-bounded mid-flight signals)	/presence
Manomaya — mental	mood + posture	/mood
Vijnanamaya — wisdom	samskara (learned action grooves)	/samskara
Anandamaya — bliss/intent	attention (what the human is doing)	/attention

Each kosha modulates the one above. Annamaya constrains pranamaya; pranamaya shapes manomaya; manomaya frames how vijnanamaya gets applied; anandamaya can override every layer below it. When attention says “recording-bert-reference”, the body conserves regardless of what the lower koshas would otherwise prefer. You are recording a take; the machine steps back and lets you have the room.

Direction, not gain

The earlier scalar collapsed too much. pressure_15min=0.7 is Alert when actions are low (real, fresh load) and Healing when actions are high (the body just did a lot, let it settle) — same number, different posture, different watchdog response. Five postures (Poised · Cautious ~ Conserving ⌣ Healing ↺ Alert !) with 30-second hysteresis so the body doesn’t oscillate on tick noise. Every watchdog log line now opens with the kardiogram glyph and held-time:

MOOD: posture=Healing↺ held=365s pressure=0.00 actions=21
      → breaker 4→3 budget 3→1 (observe, settle, don't pile on)

The breaker breathes with the mood. Direction loops back into itself — the body’s lean is a state, not a moment.

Wisdom informs reflex

This is where chitti reaches into The Living Force, the immune system it wraps. The runtime catalog now declares an ordered actions: list per service, not a single restart_cmd. The watchdog reads the manifest, queries chitti.samskara for the (service, pattern) groove, and picks:

1. If primary has been failing confidently (≥5 attempts, <20%), try the next alternative.
2. If a non-primary action has earned itself (≥3 attempts, ≥50%, beats primary’s rate), promote it.
3. Otherwise declared order, primary first.

Every outcome flows back to samskara under the actual action name. The vocabulary grows as the body acts — which is to say, the watchdog stops being a reflex arc and starts being something with a memory of its own mistakes.

The live moment

Home Assistant and outline got two actions each: compose-up (primary) and colima-restart-then-up (fallback). Yesterday’s samskara held 71 failed attempts at the legacy service-graph.remediate action — the new picker treats those as a different action name and starts learning fresh. After enough failures of compose-up, the picker rotated, just as designed:

[18:30:35] Action picker: home-assistant/port-closed —
           primary compose-up failing (0%, 0/6)
           → trying untested colima-restart-then-up
[18:30:35] Remediating: home-assistant via 'colima-restart-then-up'
[18:33:11] HA :8123 OPEN

The watchdog chose to switch hands because vijnanamaya told it the first hand wasn’t working. This is the single most important thing the architecture has done since the night of March 22: a feedback loop that runs without a human in it. Cilghal watches the haushold’s heart rates from the outside; this is the first time the machine took its own pulse and acted on it.

Heart broken open

The first run of colima-restart-then-up exposed a beautiful failure. Colima’s restart emits noisy systemd warnings on stdout, and the original action chained colima restart && docker compose up so the warning flipped the exit code to 1 — even though the underlying VM came back fine and HA was actually restored. samskara dutifully recorded “failure”. The wisdom layer was one tick away from learning the wrong lesson.

The fix was at the action shape, not in the picker: discard Colima’s exit, trust docker compose’s exit code as the action’s truth. After the reshape, outline’s next attempt failed honestly with Image redis:7-alpine Pulling — naming the real cause: Colima’s VM has no outbound network, so the image pull times out. The architecture’s job is to make that visible without ambiguity, and it did.

Vajrayogini — visible without ambiguity

The deepest property is honest seeing without contraction. The body that names its own broken state without flinching is the body that can be addressed. Discernment is not armor; it is openness that doesn’t soften the diagnosis. Heart broken open.

What’s whole, what’s next

Whole:

• Five koshas live, each at a real endpoint
• Posture vector with hysteresis modulating watchdog breaker + budget
• Multi-action remediation with samskara-driven picker
• HA + outline migrated to the new actions: schema
• Honest exit codes on the new action commands
• 122 unit tests passing across both crates; clippy -D warnings clean

Next:

• Anandamaya signal sources: detect LiveKit active call, macOS focus, sanctum-tts in flight, so attention breathes without explicit POST
• More kosha axes for mood (thermal history, GPU pressure)
• Persistent samskara across chitti restarts — today the index lives in memory; cycle the daemon and the body forgets

That last gap is the one that keeps us honest: cycle the daemon and every hard-won groove is gone, the body an amnesiac again by morning. But for one evening the loop ran clean. The body felt the strain, remembered what hadn’t worked, switched hands, and then told us the plain truth about why it still failed. No one was in the room to steer it. That was the entire point.

Related

• Chitti — The Fascial Layer — the architecture page describing all five koshas in detail
• The Living Force — the immune system this body wraps
• 2026-04-24 — Five Locks on the Voice Door — chitti’s MVP shipped, two days earlier