420 lines
23 KiB
YAML
420 lines
23 KiB
YAML
# Phase 5 deployment manifest — GEPA-evolved variants production canary
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# Inherits Faza 1 manifest v7 LOCKED scope (claude::gen1-v1 + qwen-thinking::gen1-v1)
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# Authority: PM (Marko Markovic) — brief LOCKED 2026-04-29; cost amendment LOCKED 2026-04-30
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# Drives: §2 canary toggle + §3 monitoring + §4 exit criteria coverage + §5 cross-stream
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manifest_version: phase-5-deployment-v1
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manifest_type: production_canary_deployment
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locked_date: 2026-04-29
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cost_amendment_locked_date: 2026-04-30
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authority: |
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PM (Marko Markovic).
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Brief ratified "sve ok idemo dalje" 2026-04-29.
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Cost cap amendment ratified "stavi visi slobodno" 2026-04-30.
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sprint: phase_5_canary
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task: variant_canary_deployment
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phase: phase_5_canary
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branch: phase-5-deployment-v2
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substrate_anchor_short: 6bc2089
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implementation_authoring_sha: 19152cf59cbca5e68ce8faacd428166d747cdde4 # short=19152cf — final §1-§5 implementation commit "docs(phase-5): §4 exit criteria coverage map + §5 cross-stream Waggle-primary declaration"
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pre_canary_kickoff_sha: 19152cf59cbca5e68ce8faacd428166d747cdde4 # short=19152cf — HEAD parent of canary kick-off commit; rollback target per §2.3 procedure
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canary_kickoff_locked_date: 2026-04-30 # Day 0 LIVE — PM signoff D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-1-5-pm-signoff-canary-authorize.md
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supersedes: NONE # First Phase 5 manifest
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# ── Inherits ────────────────────────────────────────────────────────────────
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inherits_from:
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- manifest_v7_gepa_faza1_2026_04_28_substrate_freeze_c9bda3d
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- faza_1_closure_2026_04_29_manifest_terminus_6bc2089
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- phase_5_brief_LOCKED_2026_04_29
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- phase_5_scope_LOCKED_2026_04_29
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- branch_architecture_opcija_c_2026_04_30
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- phase_5_cost_amendment_LOCKED_2026_04_30
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# ── Substrate anchor ────────────────────────────────────────────────────────
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substrate_anchor:
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branch: gepa-faza-1
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also_pinned_by: phase-5-deployment-v2 # Phase 5 branch HEAD = 6bc2089 at preflight time
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commit_sha: 6bc20897d3851072eda34e80070faf39772bee66
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commit_sha_short: 6bc2089
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phase_label: "Faza 1 Checkpoint C closure (held-out validation 15/15 + manifest v7 11 amendments terminus)"
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pin_method: branch_pointer + reachability_proof
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ancestry_verification_command: "git merge-base --is-ancestor 6bc2089 HEAD"
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ancestry_verification_result: PASS # verified §0.1 #4 in preflight-evidence.md
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derived_variants:
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- name: claude::gen1-v1
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file: packages/agent/src/prompt-shapes/gepa-evolved/claude-gen1-v1.ts
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shape_constant: claudeGen1V1Shape
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shape_name: claude-gen1-v1
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registration: "registerShape('claude::gen1-v1', claudeGen1V1Shape)"
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default_max_tokens: 4096
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substrate_evidence:
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pass_ii_in_sample_n8: "100%"
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pass_ii_held_out_n5: "100%"
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pass_ii_combined_n13: "100%"
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held_out_gap_pp: 0
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in_sample_uplift_vs_baseline_pp: 12.5
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f5_cond_2_overfitting_bound_check: PASS # 0pp gap < ±15pp bound
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- name: qwen-thinking::gen1-v1
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file: packages/agent/src/prompt-shapes/gepa-evolved/qwen-thinking-gen1-v1.ts
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shape_constant: qwenThinkingGen1V1Shape
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shape_name: qwen-thinking-gen1-v1
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registration: "registerShape('qwen-thinking::gen1-v1', qwenThinkingGen1V1Shape)"
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default_max_tokens: 16000
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substrate_evidence:
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pass_ii_in_sample_uplift_pp: 12.5
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held_out_gap_pp: 0
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retrieval_engagement_mean: 2.231 # = 96% of Opus parity 2.33
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opus_parity_pct: 96
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phase_4_5_mechanism_status: CONFIRMED_OUT_OF_DISTRIBUTION
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# ── Scope (LOCKED, no-substitution rule) ────────────────────────────────────
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scope_LOCKED:
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in_scope:
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- claude::gen1-v1
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- qwen-thinking::gen1-v1
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withheld:
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- name: gpt::gen1-v2
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reason: "Selection-biased on in-sample (in-sample +25pp → held-out +5pp = 20pp gap > ±15pp overfitting bound). WITHHELD until Faza 2 N=16 re-validation."
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audit_chain_anchor: gpt-gen1-v2_failure_methodology_working_as_designed
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no_substitution_rule: |
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Mid-flight scope changes (add gpt, swap variants, drugi Generation) require
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new LOCKED decision memo + Marko ratifikacija. CC must halt-and-PM if
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discovery suggests scope changes. Per Faza 1 Amendment 11 terminal_calibration_clause
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precedent.
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scope_LOCKED_anchor: D:/Projects/PM-Waggle-OS/decisions/2026-04-29-phase-5-scope-LOCKED.md
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# ── Config differential vs Faza 1 manifest v7 (§0.2 PASS) ────────────────────
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config_differential:
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inheritance_rule: "Production deployment task-type ≠ Faza 1 evolution task-type. Implicit defaults FORBIDDEN; every field below carries explicit value + justification."
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audit_anchor: gepa-phase-5/preflight-evidence.md#§0.2
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fields:
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temperature:
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faza_1_value: "agent default 0.3; corpus gen 0.7; ground truth 0.5; judge primary 1.0; oracle 1.0"
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phase_5_value: 0.3
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justification: "Production-default 0.3 inherits agent-side default. No corpus generation or judging in Phase 5. May be re-tuned post-canary if probe surfaces variant-specific recommendation."
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max_tokens:
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faza_1_value: "judge 3000, agent default 16000, oracle 8000, mutation-oracle response_format 6000"
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phase_5_value:
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claude_gen1_v1: 4096
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qwen_thinking_gen1_v1: 16000
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justification: "Aligns with Phase 4.5 retrieval engagement finding. Qwen 1.33×/task → target ≥1.7 (thinking budget required). Claude narrative+XML structure is more output-efficient, so lower default."
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judge_model_primary:
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faza_1_value: "trio = claude-opus-4-7 + gpt-5.4 + minimax-m27 (κ=0.7878)"
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phase_5_value: NOT_APPLICABLE
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justification: "Phase 5 production deployment has no inline judge. §3 monitoring metrics (Pass II rate proxy, retrieval engagement, latency, cost, error rate) replace evaluation judging. Judge invocation deferred to Faza 2 re-validation runs."
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evaluation_corpus_source:
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faza_1_value: "50-instance NorthLane CFO synthesis corpus + LoCoMo dataset (held-out 5 instances of slice 8-12 of seed=42 shuffle for Checkpoint C)"
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phase_5_value: production_live_traffic
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justification: "Inherent task-type shift. Phase 5 evaluates in-the-wild against actual user prompts; production traffic distribution unknown a priori — §3 monitoring + §4 promotion criteria provide acceptance bounds."
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failure_mode_taxonomy:
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faza_1_value: "Amendment 4 texture audit — F1-F5 task family classifier + per-family Pass II rate; F6 = T2 modes"
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phase_5_value: production_threshold_based_classifier # see rollback_triggers below + opcija_c_addendum
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justification: "New mapping — production threshold-based detection vs. content-classifier."
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opcija_c_addendum:
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added_trigger: loop_exhausted_rate_gt_5pct_baseline
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rationale: "Phase 4 long-task fixes not inherited per Opcija C §3. Halt with 'long-task fixes potrebni' diagnostic; selective cherry-pick option from feature/c3-v3-wrapper available."
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cost_per_request_baseline:
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faza_1_value: "$0.27/instance (Amendment 3 probe-corrected)"
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phase_5_value:
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claude_gen1_v1_p50: 0.0239
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claude_gen1_v1_p95: 0.0432
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qwen_thinking_gen1_v1_p50: 0.0064
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qwen_thinking_gen1_v1_p95: 0.0176
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justification: "§0.3 probe-validated 2026-04-29 via LiteLLM proxy (10 requests). Cost may shift with production cache hit rates and conversation-context size."
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# ── Cost economics (post-amendment LOCKED 2026-04-30) ────────────────────────
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cost_governance:
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amendment_LOCKED_anchor: D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-cost-amendment-LOCKED.md
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cost_regime_classification: production_deployment # per feedback_production_vs_research_cost_discipline
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hard_cap_usd: 75
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halt_trigger_usd: 60
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expected_total_usd_min: 35
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expected_total_usd_max: 45
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buffer_above_probe_validated_pct: 96 # = 75 / 38.34
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probe_validated_p95_ceiling_usd: 38.34
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probe_validated_anchor:
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formula: "740 requests × max(p95_per_variant) × 1.20 buffer"
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computation: "740 × $0.0432 × 1.20 = $38.34"
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p95_max_variant: claude_gen1_v1
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probe_artifact: gepa-phase-5/cost-probe-2026-04-29.jsonl
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probe_summary: gepa-phase-5/cost-probe-2026-04-29-summary.md
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probe_total_spend_usd: 0.1628
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pricing_snapshot:
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snapshot_date: 2026-04-29
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claude_opus_4_7:
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input_per_million_tokens: 5.00
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output_per_million_tokens: 25.00
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cache_hits_per_million_tokens: 0.50
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source_url: https://platform.claude.com/docs/en/docs/about-claude/pricing
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dashscope_qwen_35b_a3b_intl_thinking:
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input_per_million_tokens: 0.25
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output_per_million_tokens: 2.00
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source_url: https://www.alibabacloud.com/help/en/model-studio/billing-for-model-studio
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cost_dominance_mechanism: |
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claude::gen1-v1 stretch case (1500 output tokens × Opus 4.7 $25/M output) dominates
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canary cost ceiling. qwen-thinking::gen1-v1 ~3× cheaper per request even at higher
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output volume because $2/M output vs $25/M output.
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amendment_history:
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- version: v0
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hard_cap_usd: 25
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halt_trigger_usd: 20
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expected_total_usd: [8, 13]
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authored_in: phase_5_brief_v1_LOCKED_2026_04_29
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superseded_by: amendment_LOCKED_2026_04_30
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reason_for_supersession: probe_validated_ceiling_38.34_exceeded_25_hard_cap
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- version: v1_LOCKED
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hard_cap_usd: 75
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halt_trigger_usd: 60
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expected_total_usd: [35, 45]
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authored_in: D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-cost-amendment-LOCKED.md
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ratification: "Marko: stavi visi slobodno (2026-04-30)"
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# ── Volume estimate (brief §5.2) ─────────────────────────────────────────────
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volume_estimate:
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canary_phase_total: 740 # across both variants, 7 days
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per_day_breakdown:
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day_0_1_canary_10pct: 40 # 10 req/day × 2 variants × 2 days
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day_1_3_canary_25pct: 100 # 25 × 2 × 2
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day_3_5_canary_50pct: 200 # 50 × 2 × 2
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day_5_plus_canary_100pct: 400 # 100 × 2 × 2 initial
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production_sustained_volume: TBD_post_canary_re_projected_at_4_3_production_stable_transition
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# ── Canary toggle (§2.1, §0.4 #3) ────────────────────────────────────────────
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canary_toggle:
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env_var: WAGGLE_PHASE5_CANARY_PCT
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allowed_values: [0, 10, 25, 50, 100]
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default_until_PM_ratification: 0 # historical; superseded post-kick-off — see binding_rule
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post_kick_off_code_default: 10
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post_kick_off_locked_date: 2026-04-30
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code_default_source: packages/agent/src/feature-flags.ts:parsePhase5CanaryPct # undefined-branch returns 10
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test_default_pin: 0 # vitest.setup.ts pins WAGGLE_PHASE5_CANARY_PCT='0' for shape-selection determinism
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routing_strategy: deterministic_per_request_id_bucket # preserves A/B paired-comparison validity
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hot_reconfig_method: process_restart_or_SIGHUP # no code redeploy required per §0.4 #3
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flip_authority: PM_canary_kick_off_ratification_per_§7.3 # exercised 2026-04-30 — kick-off complete
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binding_rule: |
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POST-KICK-OFF (canary Day 0 LIVE 2026-04-30): default_until_PM_ratification=0
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superseded by post_kick_off_code_default=10 in
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packages/agent/src/feature-flags.ts:parsePhase5CanaryPct undefined-branch
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(PM signoff D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-1-5-pm-signoff-canary-authorize.md).
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Override path retained: WAGGLE_PHASE5_CANARY_PCT env var resolves first.
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Set WAGGLE_PHASE5_CANARY_PCT=0 to roll back canary OFF without redeploy
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per §2.3 procedure. Gradient advance to 25/50/100 requires PM ratification
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per §2.1 per-step AND-gate (max(7d, 30 samples) per metric per variant).
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Production wiring landed in same commit: pickShape() in
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packages/agent/src/retrieval-agent-loop.ts now delegates to
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routeRequestToVariant() so each LLM call buckets via FNV-1a hash of
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config.runId (Phase 3.4 checkpoint id, also used here for canary id).
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gradient_schedule:
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- day_offset: 0
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canary_pct: 10
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observation_window_hours: 24
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- day_offset_min: 1
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day_offset_max: 2
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canary_pct: 25
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observation_window_hours: 48
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- day_offset_min: 3
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day_offset_max: 5
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canary_pct: 50
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observation_window_hours: 72
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- day_offset_min: 5
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canary_pct_full_enable_candidate: 100
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condition: all_§4_1_promotion_criteria_PASS_per_pre_registered_thresholds
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# ── Promotion criteria (§4.1 BIND, ε=1e-9 inclusive) ─────────────────────────
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promotion_criteria:
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binding_rule: no_revisit_without_amendment
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amendment_authority: PM_ratification + LOCKED_memo
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inclusive_boundary_epsilon: 1.0e-9
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applies_at: canary_to_full_enable_promotion
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criteria:
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- id: pass_ii_rate
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condition: "variant_pass_ii ≥ baseline_pass_ii + 0pp − ε"
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stretch_goal_pp: 5 # not blocking
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sample_floor_per_metric: 30
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- id: retrieval_engagement
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condition_qwen_thinking: "variant_retrieval ≥ baseline_retrieval × 0.80"
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condition_claude: "variant_retrieval ≥ baseline_retrieval"
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rationale: "qwen-thinking is Phase 4.5 mechanism-validated retrieval-driver; claude::gen1-v1 evolution different type (narrative XML restructure, not retrieval-engagement-targeted)."
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qwen_thinking_baseline_reference_mean_calls: 2.231 # Faza 1 evidence
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- id: latency_p95
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condition: "variant_p95 ≤ baseline_p95 × 1.20"
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- id: cost_per_request
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condition: "variant_cost ≤ baseline_cost × 1.15"
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anchor: feedback_cost_projection_real_anchoring
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- id: error_rate
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condition: "variant_error ≤ baseline_error + 1pp"
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wall_clock_floor:
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formula: "max(7_days_since_canary_kickoff, 30_samples_per_variant_per_metric)"
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days_min: 7
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samples_per_metric_min: 30
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canonical_intent: |
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Both conditions must be met (whichever takes longer wins). Brief §2.2 specifies
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max(); brief §4.1 specifies min(). Manifest binds to max() per brief §2.2 + intent
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("sample floor je hard guard protiv small-sample-effect stage promotion"); §4.1
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wording 'min(...)' is treated as authoring typo. Flag for PM correction.
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# ── Rollback triggers (§4.2 BIND, immediate) ─────────────────────────────────
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rollback_triggers:
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binding_rule: automatic_rollback_per_section_2_3
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no_silent_rollback: true
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rollback_log_path: gepa-phase-5/rollback-log.jsonl
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triggers:
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- id: pass_ii_collapse
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condition: "variant_pass_ii < baseline_pass_ii − 10pp"
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consecutive_windows: 2
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window_size: 10
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- id: error_rate_spike
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condition: "variant_error > baseline_error + 5pp"
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consecutive_window_hours: 24
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- id: cost_per_request_spike
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condition: "variant_cost > baseline_cost × 2.0"
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window: single_immediate
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- id: latency_p95_spike
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condition: "variant_p95 > baseline_p95 × 3.0"
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window: single_immediate
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- id: manual_halt_or_pm
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authority: [PM, Marko, CC_observed_anomaly_outside_pre_registered_thresholds]
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condition: anomaly_outside_pre_registered_thresholds
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- id: opcija_c_long_task_loop_exhausted
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condition: "loop_exhausted_rate > 5%_baseline"
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rationale: "Phase 4 long-task fixes not inherited per Opcija C §3; halt with 'long-task fixes potrebni' diagnostic + selective cherry-pick option"
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cherry_pick_candidate_set:
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- c9bda3d # already inherited via gen1-v1 shape baseline pins
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- be8f702
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- e906114
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- 4d0542f
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- 8b8a940
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# ── Production-stable definition (§4.3) ──────────────────────────────────────
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production_stable_status:
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unblocks: cross_stream_dependencies
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conditions:
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days_zero_rollback: 30
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metrics_within_pass_bands_count: 5 # all 5 §4.1 metrics maintained
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halt_and_pm_emissions: 0
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# ── Cross-stream dependencies (§5/§6, Waggle primary per feedback rule) ──────
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cross_stream_primary:
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rationale_anchor: feedback_waggle_primary_framing
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rationale: |
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Waggle is the demand-creation engine for KVARK (CLAUDE.md §1 strategic function).
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Waggle landing/launch comms are PRIMARY trigger surface; Phase 5 production-stable
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is a 'Waggle-launch-readiness gate' with KVARK as downstream beneficiary.
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destinations:
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- id: waggle_landing_v3_proof_card_swap
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brief_section_anchor: §6.1
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trigger_condition: "phase_5_production_stable + Pass_II_numbers + retrieval_engagement_validated_samples"
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action: "Update Landing v2.3 Proof Card 1 sa PROVENANCE → BENCHMARK swap (concrete numbers from Phase 5)"
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owner: PM_authoring + claude.ai_design_generation
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timing_post_production_stable: 2_to_3_weeks
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additional_audit_anchor: project_landing_v2_basics_2026_04_28
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- id: waggle_launch_comms
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brief_section_anchor: §6.1_implicit_extension
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trigger_condition: phase_5_production_stable
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action: "Public launch comms — Waggle production-stable evidence as anchor; KVARK pitch is downstream consumption of same evidence"
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owner: Marko + PM
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timing_post_production_stable: aligned_with_landing_v3_swap
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- id: arxiv_5_1_5_2_methodology_results
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brief_section_anchor: §6.2 # §6.2 §5.1 + §5.2 portion only — §5.3 is secondary
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trigger_condition: "phase_5_production_stable + Marko_arxiv_co_author_roster_ratification + endorsement_contact"
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action: "arxiv §5.1 (methodology + manifest v7 + 11 amendments transparent narrative) + §5.2 (Faza 1 results: cross-family generalization, claude + qwen-thinking pass; gpt selection bias scoping) — Waggle-primary academic credibility"
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owner: Marko_authoring
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timing_post_production_stable: TBD
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cross_stream_secondary:
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rationale_anchor: feedback_waggle_primary_framing
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rationale: |
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Downstream beneficiaries of Phase 5 production-stable evidence. Sequenced after
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Waggle-primary cross-stream destinations consume the evidence. Reversing primary/
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secondary order misframes KVARK as entry point rather than upgrade path.
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destinations:
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- id: kvark_pitch_deck
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brief_section_anchor: §6.3
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trigger_condition: "phase_5_production_stable + Marko_pitch_deck_draft_approval"
|
||
action: "KVARK enterprise pitch deck section: 'On-prem Qwen + Waggle harness validated Opus-class on real production traffic, X% retrieval parity, Y% Pass II floor'"
|
||
owner: Marko
|
||
timing_post_production_stable: TBD_post_landing_v3_swap
|
||
relationship_to_primary: downstream_beneficiary_of_landing_v3_evidence
|
||
- id: arxiv_section_5_3_kvark_enterprise
|
||
brief_section_anchor: §6.2_§5.3_only
|
||
trigger_condition: phase_5_production_stable
|
||
action: "arxiv §5.3 KVARK enterprise narrative — Qwen 35B = Opus-class on production traffic = KVARK pitch scientific anchor"
|
||
relationship_to_primary: downstream_beneficiary_of_section_5_1_5_2_evidence
|
||
- id: faza_2_sprint_planning
|
||
brief_section_anchor: §6.4
|
||
trigger_condition: "phase_5_production_stable + 2_weeks_observation"
|
||
scope:
|
||
- gpt_gen1_v2_n_16_re_validation
|
||
- qwen_non_thinking_deeper_investigation_retrieval_quality_decoupling
|
||
- generic_simple_investigation_necessary_but_not_sufficient_retrieval_scoping
|
||
- arxiv_section_5_4_finalization
|
||
budget_headroom_usd: 71.51 # decoupled from Phase 5 cap (Faza 1 unspent of $115 cap)
|
||
timing_post_production_stable: 2_weeks_observation_then_kick_off
|
||
|
||
# ── Halt-and-PM trigger automation ───────────────────────────────────────────
|
||
|
||
halt_and_pm_triggers:
|
||
active: true
|
||
emit_path: phase-5-alerts/<ISO_date>.jsonl
|
||
authority: automated_threshold_breach + manual_PM_or_Marko
|
||
triggers:
|
||
- rollback_triggering_threshold_breach # any §4.2 trigger
|
||
- cost_overshoot_above_halt_60
|
||
- cost_overshoot_above_hard_cap_75
|
||
- probe_re_run_cost_shift_gt_25pct_from_baseline
|
||
- discovery_outside_scope # prompt-shape registry mismatch, manifest emit fail, monitoring stub no-op
|
||
binding_rule: |
|
||
No silent degradation. Sve threshold breaches MUST emit THRESHOLD_BREACH log entry.
|
||
Rollback-triggering breaches MUST invoke §2.3 rollback procedure (or stub equivalent
|
||
pre-canary-kickoff: log + alert file write).
|
||
|
||
# ── Audit chain anchors ──────────────────────────────────────────────────────
|
||
|
||
audit_anchors:
|
||
brief_LOCKED: D:/Projects/PM-Waggle-OS/briefs/2026-04-29-phase-5-deployment-brief-v1.md
|
||
brief_LOCKED_ratification: D:/Projects/PM-Waggle-OS/decisions/2026-04-29-phase-5-brief-LOCKED.md
|
||
scope_LOCKED: D:/Projects/PM-Waggle-OS/decisions/2026-04-29-phase-5-scope-LOCKED.md
|
||
faza_1_closure: D:/Projects/PM-Waggle-OS/decisions/2026-04-29-gepa-faza1-results.md
|
||
branch_architecture_opcija_c: D:/Projects/PM-Waggle-OS/decisions/2026-04-30-branch-architecture-opcija-c.md
|
||
cost_amendment_LOCKED: D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-cost-amendment-LOCKED.md
|
||
preflight_evidence: D:/Projects/waggle-os/gepa-phase-5/preflight-evidence.md
|
||
faza_1_manifest_v7: D:/Projects/waggle-os/benchmarks/preregistration/manifest-v7-gepa-faza1.yaml
|
||
cost_probe_jsonl: D:/Projects/waggle-os/gepa-phase-5/cost-probe-2026-04-29.jsonl
|
||
cost_probe_summary: D:/Projects/waggle-os/gepa-phase-5/cost-probe-2026-04-29-summary.md
|
||
this_manifest: D:/Projects/waggle-os/gepa-phase-5/manifest.yaml
|
||
|
||
binding_feedback_rules:
|
||
- feedback_epsilon_inclusive_boundary # §4.1 #1 ε=1e-9 inclusive
|
||
- feedback_external_contract_validation # §0.1 registerShape canonical API enforced
|
||
- feedback_cost_projection_real_anchoring # §0.3 three-element decomposition + probe-validation
|
||
- feedback_substrate_readiness_gate # §0 grep evidence binding before §2 deployment
|
||
- feedback_config_inheritance_audit # §0.2 explicit differential block, no implicit defaults
|
||
- feedback_brief_wall_clock_discipline # wall-clock 2-4 dana labeled "projection NOT trigger"
|
||
- feedback_production_vs_research_cost_discipline # NEW 2026-04-30: cost amendment regime classification
|
||
- feedback_waggle_primary_framing # NEW 2026-04-30: cross_stream_primary (Waggle) vs secondary (KVARK)
|
||
|
||
# ── Manifest history ─────────────────────────────────────────────────────────
|
||
|
||
manifest_history:
|
||
- version: phase-5-deployment-v1
|
||
locked_date: 2026-04-29
|
||
cost_amendment_locked_date: 2026-04-30
|
||
authoring_session: phase_5_§1_§5_implementation_2026_04_29_post_pm_amendment_post_restart
|
||
drives:
|
||
- §2_canary_toggle_implementation
|
||
- §3_monitoring_infrastructure
|
||
- §4_exit_criteria_coverage_doc
|
||
- §5_cross_stream_dependencies_doc
|
||
audit_chain_terminus: this_file
|