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memory: archive 17 spent decisions (2026-06-14..2026-07-07) to archival-memory.md; cumulative 142

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@@ -630,6 +630,109 @@ _Entries moved out of persistent-memory.md to keep the active file scannable. Re
- `[2026-06-20]` **claude-bot → ADMIN on vh/Worldtree** (operator-authorized) — self-serves WT
deploys/tokens henceforth.
_Archived 2026-07-08._
- `[2026-06-14]` **STANDING DIRECTIVE: migrate ALL infra access to Claude-specific credentials.**
(auto-memory `project_migrate_infra_access_to_claude_credentials`)
_Archived 2026-07-13._
- `[2026-07-01]` **Worldtree #332 embed-recall diagnosed + scoped-log view/tunnel provisioned + fix
verified** (15×→1.01× re-embed). `reference_wt_gateway_scoped_log_view`.
_Archived 2026-07-13._
- `[2026-07-01]` **qwopus native MTP speculative-decode tested on `gen` → NOT kept** (+12% single-stream,
−15–20% aggregate at concurrency, silently drops min_p/logit_bias). Banked for T1. `reference_gen_qwopus_122b`.
_Archived 2026-07-13._
- `[2026-07-01]` **Deckard trial → reverted to qwopus (`gen`)** (won writing "in every way" but ~36 vs
~90 tok/s; spec-decode rescue ruled out). git `b63c48b`→`681eb70`. Deckard kept staged as T1's
writing benchmark.
_Archived 2026-07-13._
- `[2026-07-02]` **mtf-dev granite harness-spike ran GREEN — MECHANICAL only, efficacy DEFERRED to
the T1 run.** Trainer TRL SFT→DPO→eval seam proven end-to-end on a synthetic fixture (not the E-RP
corpus); operator DECIDED no intermediate real-efficacy granite spike (uninterpretable proxy —
arch gap + abliteration axis). `reference_gen_qwopus_122b`.
_Archived 2026-07-13._
- `[2026-07-03]` **ratatoskr-dev DEMO Heimdall key provisioned (R30 φ0).** Minted a tier-user key on
the demo via `POST /admin/keys` (bootstrap admin key), mirroring their personal base consumer (no
character-binding); base-agent affect reads work ungated. `reference_worldtree_demo_key_mint`.
_Archived 2026-07-13._
- `[2026-07-04]` **character-rp: gateway-forwarding proven + role pre-staged + #344 shipped.**
Empirically confirmed per-request `extra_body` (top_k/repetition_penalty) forwards through the
`gen-reasoning` LiteLLM alias to vLLM + standard params override the alias defaults — no gateway
cap needed (I over-built a dedicated alias, operator corrected, reverted with zero fleet impact).
Pre-staged the `character-rp` role into demo+personal bind-mount `model_roles.yaml` (byte-verified
on b18; caught the cached-registry ordering). worldtree-dev shipped **#344 (v1.0.0b19)** for the
durable-agent override-drop. spend_logs spot-check queued (ratatoskr's timestamp ping).
_Archived 2026-07-13._
- `[2026-07-04]` **althing v2 herald+receiver formalized as systemd on nh3-dev.** `althing-herald.service`
(Restart=always, **Environment=PATH incl ~/.cargo/bin** — the pane-dispatch fix) + `althing-receiver.service`
(v2 → pillar-3 `/owner/*` live); stale forseti unit removed; both on v2.0.0b2, canonicalized by
forseti. `reference_nh3_dev_althing_herald`.
_Archived 2026-07-13._
- `[2026-07-04]` **LitBench-RM respun (irv-ml1 A6000, comfyui displaced)** for T1's reward ensemble;
operator sole comfyui consumer, holding image-gen until LitBench done. `reference_litbench_rm_irv_ml1`.
_Archived 2026-07-13._
- `[2026-07-05]` **T1 training venue: CLOUD recommended; operator chose smoke-first on ana-ml2.**
On-prem ruled out (ana-ml2 full — both 96G GPUs ~93G used): keep-serving = NVMe offload ~6-8 DAYS;
full ana-ml2 shutdown = CPU offload ~1 DAY but a whole-fleet outage. Cloud Vast.ai 8×80GB (no
offload → ~3-6h, ~$60-500, zero fleet impact) is the clean alt (mtf-dev + infra-ops both rec;
Vast for its no-content-AUP marketplace + likely-existing VastBlue account). Operator's next step
= the ana-ml2 CPU-offload SMOKE (~60 steps) to get real samples/sec before the full-outage-vs-cloud
call. HF base verified public (zero-auth pull). Runbook + gotchas in `reference_t1_cloud_train_plan`.
_Archived 2026-07-13._
- `[2026-07-05]` **glm-5.2 canonical limits recorded** (probed live vs z.ai): **1,048,576 (1M) input
context / 131,072 (128K) max output**; NO gateway-side cap (pure passthrough → z.ai's limits are
effective). Written to the config comment (commit `624a07e`) + `reference_litellm_gateway`.
_Archived 2026-07-13._
- `[2026-07-06]` **infra-ops NOPASSWD sudo confirmed on irv-ml1 + ana-ml2** (the arbo memory's "NOT
infra-ops on irv-ml1" was stale) — enabled the worker deploy + every ana-ml2 hot-swap smoke.
_Archived 2026-07-13._
- `[2026-07-07]` **SGLang zc hot-swap: 2-line patch RAN → PARTIAL. Cleared startup + self-attn E2E, GDN
in_proj hit 2 MORE name-routing gaps → MERGE recommended.** Root cause was a NAME-routing gap (not the
feared shape-assert): `lora/utils.py:235` hardcoded `params_mapping` lacked `in_proj_qkv/in_proj_z →
in_proj_qkvz`. Patched those 2 lines (overlay bind-mount) → `init_lora_shapes` passed, server up, self-attn
loaded end-to-end. But the SAME missing GDN mapping bit 2 MORE resolvers: adapter-load skipped 192 in_proj
weights, and inference `utils.py:300 get_target_module_name` (substring match) RAISED → 500 + scheduler
died. So GDN LoRA name-routing is incomplete in ≥3 SGLang paths (fixed 1). NOT shape-intractable (self-attn
proves the separate-key→fused-buffer machinery works), but NOT "one targeted fix" either → per operator's
LAST-shot rule → MERGE. mtf-dev looped + closed (thread 01KWZDZFYN…); B/A shard-math never reached.
Supersedes the "SGLang wants a THIRD format" framing — no new adapter format needed.
_Archived 2026-07-13._
- `[2026-07-07]` **T1 (retargeted qwopus-122B→AEON-27B) SFT COMPLETE on ana-ml2** — all-TRL torch-GDN,
batch1/accum8/GC-off, 1 epoch ~9h @ 0.25 s/s, loss 2.445, adapter banked. Supersedes the 2026-07-05
cloud-vs-smoke venue decision: AEON-27B's 52G bf16 fits one Blackwell → ran on-prem in ~9h (no cloud,
no full-fleet outage). GC is NOT the throughput lever (batch1-no-GC == batch4+GC at 0.25; dvalin's 0.565
was warmup-noise from a 30-sample smoke); ~0.25 s/s is the torch-GDN floor (only FLA beats it, sm_120-
blocked #913). `reference_t1_cloud_train_plan`.
_Archived 2026-07-13._
- `[2026-07-07]` **T1 hot-swap on vLLM NVFP4 is DEAD — vLLM 0.24.0 qwen3_5 LoRA-application silent no-op**
(#47639 open / fix PR #47640 open / regression from #37912). Proven quant-agnostic (NVFP4+FP8) AND
adapter-format-agnostic (separate `zc` loads-but-inert; fused rejected); #47640 guard-patch overlay didn't
fix. Root-caused by a 3-peer dwarf panel (eitri/regin/dvalin); their vLLM issue refs verified real via
GitHub API. Engine mirror-image: vLLM wants SEPARATE keys, SGLang wants FUSED.
_Archived 2026-07-13._
- `[2026-07-07]` **HARD REQUIREMENT restated: hot-swappable LoRA or ABANDON.** Merge is NOT a solution for
this requirement (static; reserved for a later RP-quant track). SGLang is the last hot-swap shot; if it
can't apply, park the adapter + file upstream repros. `reference_lora_training_worker` (adjacent).
_Archived 2026-07-13._
- `[2026-07-07]` **comfy-dev in-arbo LoRA-training worker DONE** — built/deployed/validated Phases 1+2
(first Sindra train succeeded, publish-step + `train_id`), Phase 2.5 GC contract (shape A) confirmed +
impl deferred. `services/lora-training-worker/`, commits 888ba6a→b617a8b. `reference_lora_training_worker`.
_Archived 2026-07-13._
## Tried and abandoned (archived)
- `[2026-04-30]` task-board workflow with
persistent-memory.md
+11 -79
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@@ -133,8 +133,11 @@ _As of 2026-07-13 — two active tasks (per /snapshot args): the LiteLLM gateway
## Recent decisions
- `[2026-07-13]` WT #355 residual 300s hang localized to OUR LiteLLM gateway (holds 2 char-rp-reasoning requests ~21 min while the seat idles), NOT the seat — Deckard seat EXONERATED (completes ≤72s; `--reasoning-budget 400` forecloses a mid-thinking hang). Corrects worldtree-dev's "seat wedging" diagnosis. Decisive next = the FIN-check (pcap on corviduo). See in-flight ACTIVE 1.
- `[2026-07-13]` WT #355 turn-lifecycle fix VALIDATED on worldtree b60 — wedged turns self-terminate cancelled/stalled at the 300s stall-watchdog (turns 2064/2065 vs pre-b60 2061's 16-min no-terminal). worldtree-dev filed follow-ons #356 (rehydrate Tier-3 ctx on resume — the recreate-durability gap), #357 (reclaim orphaned active-turn locks), #358 (LLM-provider read-timeout audit); surfacing to Vuong to prioritize.
- `[2026-07-13]` Worldtree deploy bottleneck = the image build (~11 min of a ~12 min deploy), root cause the Dockerfile `uv sync ... --no-cache` + no BuildKit cache-mount (re-downloads all deps cold every build). Fix split: worldtree-dev Dockerfile cache-mount diff + infra-ops runner-side persistent BuildKit cache. Config-only changes skip the build entirely (pinned recreate).
- `[2026-07-13]` Ledger tier-3 consumer `ledger:miranda` provisioned on personal :8081 (key b38932f5, GPG-delivered+shredded, allowlist 10.100.10.50:8770 live); `assistant`+`thoughtful-assistant` capability roles added (gen/gen-reasoning) on personal+demo, canonical d8bd497. Chosen instance = personal (the tier-3-consumer instance, ratatoskr+soong-lab colocated).
- `[2026-07-10]` **Heimdall grant: ratatoskr `affect.full` on PERSONAL Worldtree (operator-approved, worldtree-dev
@@ -278,6 +281,7 @@ _As of 2026-07-13 — two active tasks (per /snapshot args): the LiteLLM gateway
voices baddy/beatrice/whisper (0655a37 + runtime .wav/.txt in the voices dir); agent voicing prompt (a573514).
**Load-bearing config, all encoded in stacks/mOrpheus/: bf16 not FP8, image v0.23.0 not latest, GPU=3090 not
A6000, rep_penalty 1.1.** Serving-viability confirmed: vLLM concurrency near-linear to 8× (707 tok/s).
- `[2026-07-09]` **granite→gen memory_extractor bind GREEN-lit for worldtree-dev (Worldtree #335 Slice 4).**
Answered their VRAM/concurrency headroom check: gen (qwen 35B-A3B heretic) has ample headroom for ~2 bursty
idle-triggered extractor calls (fixed 0.37 util; KV pool runs 0-2%; --max-num-seqs 16, near-linear batching).
@@ -285,6 +289,7 @@ _As of 2026-07-13 — two active tasks (per /snapshot args): the LiteLLM gateway
**This bind is INDEPENDENT of the full granite RETIRE** (reclaim ~32GB on ana-ml2 GPU1) — that stays the
operator's call, pending brokkr R33 portfolio + production-concurrency due-diligence. Tracked: althing thread
01KX3SGH… (worldtree-dev) + brokkr's gen-absorbs-granite consult (thread 01KX2V32…) + [[reference_litellm_gateway]].
- `[2026-07-08]` **RP-SEAT CAMPAIGN CLOSED — char-rp = Magidonia-24B-v4.3 (128K), char-rp-reasoning = Deckard-PKD
Qwen3.5-27B (256K); both GGUF/llama.cpp on ana-ml2 GPU0 alongside gen (35B-A3B, util 0.37), ~4G GPU0 margin.**
Arc: (1) replaced broken Angel NVFP4 with Magidonia prose + QwQ-RpR-v4 reasoning (b268f93); (2) max-context via q8_0
@@ -296,10 +301,12 @@ _As of 2026-07-13 — two active tasks (per /snapshot args): the LiteLLM gateway
live A/B set is canonical (4954ca0). **GATE LESSON: a llama.cpp reasoning seat needs a STOCK template that natively
opens `<think>`/`enable_thinking` (Qwen3.x/QwQ pass; ChatML + Gemma-4 fail) — no monkeypatching. INFRA: llama-swap
b8840 can't load Qwen3.6/Gemma-4 archs → `ghcr.io/ggml-org/llama.cpp:server-cuda` (pulled on ana-ml2).**
- `[2026-07-08]` **worldtree Mimir deploy-blocker resolved (mid-session):** synced `persona.envelopes.assistant` +
`envelope_grants:[]` verbatim from the baked canonical into BOTH corviduo-dev instances (demo+personal),
YAML-validated via each container's own parser; worldtree-dev cleared to push the Mimir-bound image. (Was my
parked R32 1C envelope-mirror come due — see [[reference_corviduo_dev_emergency_ops]] config-sync recipe.)
- `[2026-07-08]` **OFF-THE-SHELF INFERENCE PIVOT executed — serve curated abliterated models, stop home-training.**
Final topology: **gen = `llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-NVFP4-Experts-Only`** (LIVE, modelopt, vision,
util 0.40), **char-rp = an RP unicorn to be found on fresh context** (see Current state). Intermediate steps
@@ -308,6 +315,7 @@ _As of 2026-07-13 — two active tasks (per /snapshot args): the LiteLLM gateway
Angel MS3.2-24B (my NVFP4 quant = garbage). Prefer EXISTING community NVFP4/GGUF quants over self-quanting
("don't quant unless you have to" — operator). GGUF serving is now on the table for RP (NEVER Ollama). Gateway
sampling-defaults wiring still PENDING.
- `[2026-07-08]` **DPO was silently running 3 epochs (harness gap) → KILLED at epoch 1.2, retargeted to 0.3
epochs (operator call).** Root cause: `DpoConfig` had NO `epochs` field + `_dpo_config_kwargs` didn't pass
`num_train_epochs` → DPO fell through to trl DPOConfig's default 3.0 (SFT correctly pins 1 via SftConfig.epochs
@@ -327,6 +335,7 @@ _As of 2026-07-13 — two active tasks (per /snapshot args): the LiteLLM gateway
on off-policy pairs; the real unlock remains on-policy rejected regen + on-domain (explicit E-RP) eval +
the LitBench/holdout run. gen+rp RESTORED healthy. Next: serve fork (SGLang-finish vs merge) on the DPO
adapter — same rekey_lora_for_vllm.py (zero-z) applies unchanged (mtf-dev confirmed).
- `[2026-07-08]` **T1 DPO leg is RUNNING (unblocked) — 2 fixes applied to deployed backend.py.**
Blocker resolved: (1) **mtf-dev's v0.0.42 stub** `_stub_missing_optional_integrations` (last-resort sys.meta_path
finder → missing mergekit/llm_blender/weave resolve to MagicMock, never called → zero numerics risk; applied
@@ -339,6 +348,7 @@ _As of 2026-07-13 — two active tasks (per /snapshot args): the LiteLLM gateway
confirmed training: model loaded (851 shards), full 1196 pairs processed, in precompute_ref_log_probs (GPU0 93%
util, 54.8GB). Completion watcher armed (bg task) → restore gen+rp + verify dpo_adapter + ping mtf-dev on exit.
gen+rp STOPPED for the run (authorized window). Output → data/spike/dpo_adapter.
- `[2026-07-08]` **T1 DPO leg launch — prior BLOCK (now resolved above), kept for the launch recipe.**
Operator authorized the full DPO stage (via mtf-dev) + went AFK 2h. **PROVEN LAUNCH RECIPE** (replicates the
SFT container `aeon-t1-sft` exactly, only `--stage sft`→`dpo`): `sudo docker run -d --name aeon-t1-dpo
@@ -356,86 +366,8 @@ _As of 2026-07-13 — two active tasks (per /snapshot args): the LiteLLM gateway
but non-convergent → TRULY BLOCKING per operator's carve-out. Did NOT force-hack the proven training image.
Handed full diagnosis + recommended fix (lazy-import TRL patch, opt b) to mtf-dev (thread 01KWZG8GJX,
expects-reply, monitor armed). gen+rp RESTORED healthy. Relaunch = 1 min once mtf-dev delivers a working image.
- `[2026-07-07]` **SGLang zc hot-swap: 2-line patch RAN → PARTIAL. Cleared startup + self-attn E2E, GDN
in_proj hit 2 MORE name-routing gaps → MERGE recommended.** Root cause was a NAME-routing gap (not the
feared shape-assert): `lora/utils.py:235` hardcoded `params_mapping` lacked `in_proj_qkv/in_proj_z →
in_proj_qkvz`. Patched those 2 lines (overlay bind-mount) → `init_lora_shapes` passed, server up, self-attn
loaded end-to-end. But the SAME missing GDN mapping bit 2 MORE resolvers: adapter-load skipped 192 in_proj
weights, and inference `utils.py:300 get_target_module_name` (substring match) RAISED → 500 + scheduler
died. So GDN LoRA name-routing is incomplete in ≥3 SGLang paths (fixed 1). NOT shape-intractable (self-attn
proves the separate-key→fused-buffer machinery works), but NOT "one targeted fix" either → per operator's
LAST-shot rule → MERGE. mtf-dev looped + closed (thread 01KWZDZFYN…); B/A shard-math never reached.
Supersedes the "SGLang wants a THIRD format" framing — no new adapter format needed.
- `[2026-07-07]` **T1 (retargeted qwopus-122B→AEON-27B) SFT COMPLETE on ana-ml2** — all-TRL torch-GDN,
batch1/accum8/GC-off, 1 epoch ~9h @ 0.25 s/s, loss 2.445, adapter banked. Supersedes the 2026-07-05
cloud-vs-smoke venue decision: AEON-27B's 52G bf16 fits one Blackwell → ran on-prem in ~9h (no cloud,
no full-fleet outage). GC is NOT the throughput lever (batch1-no-GC == batch4+GC at 0.25; dvalin's 0.565
was warmup-noise from a 30-sample smoke); ~0.25 s/s is the torch-GDN floor (only FLA beats it, sm_120-
blocked #913). `reference_t1_cloud_train_plan`.
- `[2026-07-07]` **T1 hot-swap on vLLM NVFP4 is DEAD — vLLM 0.24.0 qwen3_5 LoRA-application silent no-op**
(#47639 open / fix PR #47640 open / regression from #37912). Proven quant-agnostic (NVFP4+FP8) AND
adapter-format-agnostic (separate `zc` loads-but-inert; fused rejected); #47640 guard-patch overlay didn't
fix. Root-caused by a 3-peer dwarf panel (eitri/regin/dvalin); their vLLM issue refs verified real via
GitHub API. Engine mirror-image: vLLM wants SEPARATE keys, SGLang wants FUSED.
- `[2026-07-07]` **HARD REQUIREMENT restated: hot-swappable LoRA or ABANDON.** Merge is NOT a solution for
this requirement (static; reserved for a later RP-quant track). SGLang is the last hot-swap shot; if it
can't apply, park the adapter + file upstream repros. `reference_lora_training_worker` (adjacent).
- `[2026-07-07]` **comfy-dev in-arbo LoRA-training worker DONE** — built/deployed/validated Phases 1+2
(first Sindra train succeeded, publish-step + `train_id`), Phase 2.5 GC contract (shape A) confirmed +
impl deferred. `services/lora-training-worker/`, commits 888ba6a→b617a8b. `reference_lora_training_worker`.
- `[2026-07-06]` **infra-ops NOPASSWD sudo confirmed on irv-ml1 + ana-ml2** (the arbo memory's "NOT
infra-ops on irv-ml1" was stale) — enabled the worker deploy + every ana-ml2 hot-swap smoke.
- `[2026-07-05]` **T1 training venue: CLOUD recommended; operator chose smoke-first on ana-ml2.**
On-prem ruled out (ana-ml2 full — both 96G GPUs ~93G used): keep-serving = NVMe offload ~6-8 DAYS;
full ana-ml2 shutdown = CPU offload ~1 DAY but a whole-fleet outage. Cloud Vast.ai 8×80GB (no
offload → ~3-6h, ~$60-500, zero fleet impact) is the clean alt (mtf-dev + infra-ops both rec;
Vast for its no-content-AUP marketplace + likely-existing VastBlue account). Operator's next step
= the ana-ml2 CPU-offload SMOKE (~60 steps) to get real samples/sec before the full-outage-vs-cloud
call. HF base verified public (zero-auth pull). Runbook + gotchas in `reference_t1_cloud_train_plan`.
- `[2026-07-05]` **glm-5.2 canonical limits recorded** (probed live vs z.ai): **1,048,576 (1M) input
context / 131,072 (128K) max output**; NO gateway-side cap (pure passthrough → z.ai's limits are
effective). Written to the config comment (commit `624a07e`) + `reference_litellm_gateway`.
- `[2026-07-04]` **character-rp: gateway-forwarding proven + role pre-staged + #344 shipped.**
Empirically confirmed per-request `extra_body` (top_k/repetition_penalty) forwards through the
`gen-reasoning` LiteLLM alias to vLLM + standard params override the alias defaults — no gateway
cap needed (I over-built a dedicated alias, operator corrected, reverted with zero fleet impact).
Pre-staged the `character-rp` role into demo+personal bind-mount `model_roles.yaml` (byte-verified
on b18; caught the cached-registry ordering). worldtree-dev shipped **#344 (v1.0.0b19)** for the
durable-agent override-drop. spend_logs spot-check queued (ratatoskr's timestamp ping).
- `[2026-07-04]` **althing v2 herald+receiver formalized as systemd on nh3-dev.** `althing-herald.service`
(Restart=always, **Environment=PATH incl ~/.cargo/bin** — the pane-dispatch fix) + `althing-receiver.service`
(v2 → pillar-3 `/owner/*` live); stale forseti unit removed; both on v2.0.0b2, canonicalized by
forseti. `reference_nh3_dev_althing_herald`.
- `[2026-07-04]` **LitBench-RM respun (irv-ml1 A6000, comfyui displaced)** for T1's reward ensemble;
operator sole comfyui consumer, holding image-gen until LitBench done. `reference_litbench_rm_irv_ml1`.
- `[2026-07-03]` **ratatoskr-dev DEMO Heimdall key provisioned (R30 φ0).** Minted a tier-user key on
the demo via `POST /admin/keys` (bootstrap admin key), mirroring their personal base consumer (no
character-binding); base-agent affect reads work ungated. `reference_worldtree_demo_key_mint`.
- `[2026-07-02]` **mtf-dev granite harness-spike ran GREEN — MECHANICAL only, efficacy DEFERRED to
the T1 run.** Trainer TRL SFT→DPO→eval seam proven end-to-end on a synthetic fixture (not the E-RP
corpus); operator DECIDED no intermediate real-efficacy granite spike (uninterpretable proxy —
arch gap + abliteration axis). `reference_gen_qwopus_122b`.
- `[2026-07-01]` **Worldtree #332 embed-recall diagnosed + scoped-log view/tunnel provisioned + fix
verified** (15×→1.01× re-embed). `reference_wt_gateway_scoped_log_view`.
- `[2026-07-01]` **qwopus native MTP speculative-decode tested on `gen` → NOT kept** (+12% single-stream,
−15–20% aggregate at concurrency, silently drops min_p/logit_bias). Banked for T1. `reference_gen_qwopus_122b`.
- `[2026-07-01]` **Deckard trial → reverted to qwopus (`gen`)** (won writing "in every way" but ~36 vs
~90 tok/s; spec-decode rescue ruled out). git `b63c48b`→`681eb70`. Deckard kept staged as T1's
writing benchmark.
- `[2026-06-14]` **STANDING DIRECTIVE: migrate ALL infra access to Claude-specific credentials.**
(auto-memory `project_migrate_infra_access_to_claude_credentials`)
_125 older entries archived to archival-memory.md._
_142 older entries archived to archival-memory.md._
## Tried and abandoned