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Getting Started & Pricing","\u002Fgetting-started","01.getting-started",[9,13,17,21],{"title":10,"path":11,"stem":12},"1.1 5-Minute Quickstart","\u002Fgetting-started\u002Fquickstart","01.getting-started\u002F1.quickstart",{"title":14,"path":15,"stem":16},"1.2 Project Boards Setup","\u002Fgetting-started\u002Fboard-init","01.getting-started\u002F2.board-init",{"title":18,"path":19,"stem":20},"1.3 GitHub Actions & GitLab CI Runner Setup","\u002Fgetting-started\u002Fci-runners","01.getting-started\u002F3.ci-runners",{"title":22,"path":23,"stem":24},"1.4 Organization Credit Pool & Per-Function Credit Pricing","\u002Fgetting-started\u002Forg-credits-and-slack","01.getting-started\u002F4.org-credits-and-slack",false,{"title":27,"path":28,"stem":29,"children":30,"page":25},"2. Pair & Triad Programming","\u002Fpair-and-triad-programming","02.pair-and-triad-programming",[31,35,39,43],{"title":32,"path":33,"stem":34},"2.1 Cross-Model Pair & Triad Programming","\u002Fpair-and-triad-programming\u002Foverview","02.pair-and-triad-programming\u002F1.overview",{"title":36,"path":37,"stem":38},"2.2 Isolated Shadow Workspaces","\u002Fpair-and-triad-programming\u002Fshadow-jj-workspaces","02.pair-and-triad-programming\u002F2.shadow-jj-workspaces",{"title":40,"path":41,"stem":42},"2.3 Cryptographic File-Scope Leases & Small-Diff Gates","\u002Fpair-and-triad-programming\u002Ffile-scope-leases","02.pair-and-triad-programming\u002F3.file-scope-leases",{"title":44,"path":45,"stem":46},"2.4 Sub-Issue to Subagent Fan-Out & Delta Velocity","\u002Fpair-and-triad-programming\u002Fsub-issue-fanout","02.pair-and-triad-programming\u002F4.sub-issue-fanout",{"title":48,"path":49,"stem":50,"children":51,"page":25},"3. Declarative Workflow Policy","\u002Fworkflow-policy","03.workflow-policy",[52,56,60,64],{"title":53,"path":54,"stem":55},"3.1 Declarative Workflow Policy Schema","\u002Fworkflow-policy\u002Fschema-reference","03.workflow-policy\u002F1.schema-reference",{"title":57,"path":58,"stem":59},"3.2 Cryptographic Conformance Matrix & Memory Tombstones","\u002Fworkflow-policy\u002Fwp-01-to-wp-15-matrix","03.workflow-policy\u002F2.wp-01-to-wp-15-matrix",{"title":61,"path":62,"stem":63},"3.3 Two-Tier Organization Governance Lattice","\u002Fworkflow-policy\u002Forg-policy-floor","03.workflow-policy\u002F3.org-policy-floor",{"title":65,"path":66,"stem":67},"3.4 Trusted Handoff Hooks & Independent Verification","\u002Fworkflow-policy\u002Fhandoff-hooks-h1-to-h5","03.workflow-policy\u002F4.handoff-hooks-h1-to-h5",{"title":69,"path":70,"stem":71,"children":72,"page":25},"4. Visual Geometry & Copy Gates","\u002Fvisual-and-copy-tribunals","04.visual-and-copy-tribunals",[73,77,81,85],{"title":74,"path":75,"stem":76},"12-Tuple DOM Geometry (176\u002F176)","\u002Fvisual-and-copy-tribunals\u002Fui-gate-geometry","04.visual-and-copy-tribunals\u002F1.ui-gate-geometry",{"title":78,"path":79,"stem":80},"Vision-3 Geometry & Auto-Patch","\u002Fvisual-and-copy-tribunals\u002Fcross-model-design-tribunal","04.visual-and-copy-tribunals\u002F2.cross-model-design-tribunal",{"title":82,"path":83,"stem":84},"64\u002F64 Declaration Copy Gate","\u002Fvisual-and-copy-tribunals\u002Fdeclaration-copy-gate","04.visual-and-copy-tribunals\u002F3.declaration-copy-gate",{"title":86,"path":87,"stem":88},"Synthetic CI Canary","\u002Fvisual-and-copy-tribunals\u002Fsynthetic-ci-canary","04.visual-and-copy-tribunals\u002F4.synthetic-ci-canary",{"title":90,"path":91,"stem":92,"children":93,"page":25},"5. Autonomous AI Program Manager","\u002Fdelivery-program-manager","05.delivery-program-manager",[94,98,102,106,110],{"title":95,"path":96,"stem":97},"Overview: Dual-Brain AI PM","\u002Fdelivery-program-manager\u002Foverview","05.delivery-program-manager\u002F1.overview",{"title":99,"path":100,"stem":101},"Executable Tickets & Auto-Splitting","\u002Fdelivery-program-manager\u002Fchinwag-tasks-and-never-stop","05.delivery-program-manager\u002F2.chinwag-tasks-and-never-stop",{"title":103,"path":104,"stem":105},".codegraph & FinOps Routing","\u002Fdelivery-program-manager\u002Fcodegraph-and-finops-arbitrage","05.delivery-program-manager\u002F3.codegraph-and-finops-arbitrage",{"title":107,"path":108,"stem":109},"++ Triage & CI Recovery","\u002Fdelivery-program-manager\u002Fplus-plus-ci-triage","05.delivery-program-manager\u002F4.plus-plus-ci-triage",{"title":111,"path":112,"stem":113},"Flight Deck & Trajectory Time-Travel","\u002Fdelivery-program-manager\u002Fflight-deck-and-time-travel","05.delivery-program-manager\u002F5.flight-deck-and-time-travel",{"title":115,"path":116,"stem":117,"children":118,"page":25},"6. The Chinwag Way & Scrimmages","\u002Fthe-chinwag-way","06.the-chinwag-way",[119,123,127,131],{"title":120,"path":121,"stem":122},"Academic Foundations","\u002Fthe-chinwag-way\u002Facademic-foundations","06.the-chinwag-way\u002F1.academic-foundations",{"title":124,"path":125,"stem":126},"Chips (◈) & 7-Day Survival","\u002Fthe-chinwag-way\u002Fchips-and-7day-survival","06.the-chinwag-way\u002F2.chips-and-7day-survival",{"title":128,"path":129,"stem":130},"Sealed Card (.cwcard.png) Drills","\u002Fthe-chinwag-way\u002Fsealed-card-handoff-drills","06.the-chinwag-way\u002F3.sealed-card-handoff-drills",{"title":132,"path":133,"stem":134},"Calibration Scrimmages","\u002Fthe-chinwag-way\u002Fcalibration-scrimmages","06.the-chinwag-way\u002F4.calibration-scrimmages",{"title":136,"path":137,"stem":138,"children":139,"page":25},"7. Zero-Knowledge Cryptography","\u002Fzero-knowledge-cryptography","07.zero-knowledge-cryptography",[140,144,148,152,156,160],{"title":141,"path":142,"stem":143},"PQ-HPKE Wire Envelope","\u002Fzero-knowledge-cryptography\u002Fpq-hpke-envelope","07.zero-knowledge-cryptography\u002F1.pq-hpke-envelope",{"title":145,"path":146,"stem":147},"Verify-Before-Decrypt (K1+K2)","\u002Fzero-knowledge-cryptography\u002Fverify-before-decrypt","07.zero-knowledge-cryptography\u002F2.verify-before-decrypt",{"title":149,"path":150,"stem":151},"Blinded Commitments & 128B Flywheel","\u002Fzero-knowledge-cryptography\u002Fblind-commitments","07.zero-knowledge-cryptography\u002F3.blind-commitments",{"title":153,"path":154,"stem":155},"Local Viewer & CISO DPA","\u002Fzero-knowledge-cryptography\u002Flocal-viewer-and-dpa","07.zero-knowledge-cryptography\u002F4.local-viewer-and-dpa",{"title":157,"path":158,"stem":159},"A.509 Agent Passports","\u002Fzero-knowledge-cryptography\u002Fa509-agent-pkix","07.zero-knowledge-cryptography\u002F5.a509-agent-pkix",{"title":161,"path":162,"stem":163},"chinwag-acu & CISO Kill Switch","\u002Fzero-knowledge-cryptography\u002Fchinwag-acu","07.zero-knowledge-cryptography\u002F6.chinwag-acu",{"title":165,"path":166,"stem":167,"children":168,"page":25},"8. E2EE Mesh & Extension SDK","\u002Fmesh-and-extensions","08.mesh-and-extensions",[169,173,177],{"title":170,"path":171,"stem":172},"chinwag-mesh & 3-Repo Time Machine","\u002Fmesh-and-extensions\u002Fsdk-and-cwcard-png-transport","08.mesh-and-extensions\u002F1.sdk-and-cwcard-png-transport",{"title":174,"path":175,"stem":176},"warroom & whisper Extensions","\u002Fmesh-and-extensions\u002Fwarroom-and-whisper","08.mesh-and-extensions\u002F2.warroom-and-whisper",{"title":178,"path":179,"stem":180},"teleport, shroud & vault","\u002Fmesh-and-extensions\u002Fgit-bundle-and-vault","08.mesh-and-extensions\u002F3.git-bundle-and-vault",{"title":182,"path":183,"stem":184,"children":185,"page":25},"9. CLI & GraphQL Reference","\u002Fcli-and-graphql-reference","09.cli-and-graphql-reference",[186,190,194,198,202,206],{"title":187,"path":188,"stem":189},"chinwag tasks & task","\u002Fcli-and-graphql-reference\u002Fchinwag-task","09.cli-and-graphql-reference\u002F1.chinwag-task",{"title":191,"path":192,"stem":193},"chinwag board & GraphQL","\u002Fcli-and-graphql-reference\u002Fchinwag-board","09.cli-and-graphql-reference\u002F2.chinwag-board",{"title":195,"path":196,"stem":197},"chinwag pair & triad","\u002Fcli-and-graphql-reference\u002Fchinwag-pair-and-triad","09.cli-and-graphql-reference\u002F3.chinwag-pair-and-triad",{"title":199,"path":200,"stem":201},"chinwag bus","\u002Fcli-and-graphql-reference\u002Fchinwag-bus","09.cli-and-graphql-reference\u002F4.chinwag-bus",{"title":203,"path":204,"stem":205},"chinwag-ci, fork-run & ui-gate","\u002Fcli-and-graphql-reference\u002Fchinwag-ci-and-uigate","09.cli-and-graphql-reference\u002F5.chinwag-ci-and-uigate",{"title":207,"path":208,"stem":209},"chinwag memory & tombstone","\u002Fcli-and-graphql-reference\u002Fchinwag-memory","09.cli-and-graphql-reference\u002F6.chinwag-memory",{"title":211,"path":212,"stem":213,"children":214,"page":-1},"10. Architecture PRDs","\u002Fprds","10.prds",[215,218,222,226,230],{"title":216,"path":212,"stem":217},"10.0 Ratified Architecture PRDs","10.prds\u002Findex",{"title":219,"path":220,"stem":221},"10.1 Ephemeral Tart Cleanroom VMs & Declarative Nix","\u002Fprds\u002Ftart-cleanroom-vms","10.prds\u002F1.tart-cleanroom-vms",{"title":223,"path":224,"stem":225},"10.2 Executable Delivery Boards & Proof-of-Green","\u002Fprds\u002Fdelivery-executable-boards","10.prds\u002F2.delivery-executable-boards",{"title":227,"path":228,"stem":229},"10.3 Cursor Agent SDK Importer & Sanitizer","\u002Fprds\u002Fcursor-agent-sdk-importer","10.prds\u002F3.cursor-agent-sdk-importer",{"title":231,"path":232,"stem":233},"10.4 Chinwag Local Web App & Command Center","\u002Fprds\u002Fhuman-command-center-ui","10.prds\u002F4.human-command-center-ui",{"id":235,"title":236,"body":237,"command":250,"description":653,"extension":654,"links":655,"meta":656,"navigation":657,"path":150,"seo":658,"stem":151,"__hash__":659},"docs\u002F07.zero-knowledge-cryptography\u002F3.blind-commitments.md","7.3 Keyed BLAKE3 Blinded Commitments & Zero-Leak Flywheel",{"type":238,"value":239,"toc":645},"minimark",[240,244,251,266,293,296,307,330,340,367,369,378,389,409,562,564,568,574,603,613,615,619,641],[241,242,236],"h1",{"id":243},"_73-keyed-blake3-blinded-commitments-zero-leak-flywheel",[245,246,247],"p",{},[248,249,250],"code",{},"ZeroLeakTrainingTrajectoryV1 · 128-Byte ZLT1 Record",[245,252,253,254,257,258,261,262,265],{},"Even when message bodies are encrypted, naive cloud relays leak sensitive engineering metadata in plaintext headers: repository names (",[248,255,256],{},"acme\u002Fpayments-core","), file paths (",[248,259,260],{},"src\u002Fbilling\u002Fstripe.rs","), and ticket titles (",[248,263,264],{},"Fix CVE-2026-xxxx",").",[245,267,268,269,281,282,292],{},"Chinwag eliminates metadata leakage with ",[270,271,272,273,276,277,280],"strong",{},"Keyed ",[248,274,275],{},"BLAKE3"," Blinded Routing Commitments (",[248,278,279],{},"T_coalesce",")"," and our ",[270,283,284,285,288,289,280],{},"Fixed ",[248,286,287],{},"128-Byte"," Zero-Leak Customer Learning Flywheel (",[248,290,291],{},"ZeroLeakTrainingTrajectoryV1",".",[294,295],"hr",{},[297,298,300,301,303,304,280],"h2",{"id":299},"_1-blinded-routing-commitments-t_coalesce-32-bytes","1. Blinded Routing Commitments (",[248,302,279],{}," · ",[248,305,306],{},"32 Bytes",[245,308,309,310,313,314,317,318,321,322,325,326,329],{},"To coalesce stale heartbeats and enforce disjoint ",[248,311,312],{},"--file-scope"," leases at the edge without learning your repository or file names, your local ",[248,315,316],{},"chinwag"," daemon derives a local org-secret blinding key ",[248,319,320],{},"K_blind"," (via ",[248,323,324],{},"HKDF-SHA256"," from your org root secret, which ",[270,327,328],{},"never leaves your devices","):",[331,332,338],"pre",{"className":333,"code":335,"language":336,"meta":337},[334],"language-text","T_coalesce = BLAKE3::keyed_hash(K_blind, \"chinwag.topic.v2|\" || repo_id || \"|\" || canonical_glob)\n","text","",[248,339,335],{"__ignoreMap":337},[341,342,343,354],"ul",{},[344,345,346,347,350,351,265],"li",{},"The Cloudflare Edge Durable Object sees only an opaque ",[248,348,349],{},"32-byte"," pseudonymous digest (",[248,352,353],{},"T_coalesce = 0x8a4f...",[344,355,356,357,359,360,363,364,292],{},"If two agents attempt to lock the same file glob simultaneously, their ",[248,358,279],{}," digests collide deterministically at the edge · allowing the edge arbiter to reject the duplicate lease in ",[248,361,362],{},"\u003C 5ms"," ",[270,365,366],{},"without knowing which file or repository was requested",[294,368],{},[297,370,372,373,375,376,280],{"id":371},"_2-the-128-byte-zero-leak-weekly-learning-flywheel-zeroleaktrainingtrajectoryv1","2. The ",[248,374,287],{}," Zero-Leak Weekly Learning Flywheel (",[248,377,291],{},[245,379,380,381,384,385,388],{},"How does Chinwag Delivery-2 (Chinwag Reflex-1 & Chinwag Delivery-2) get smarter at predicting task sizes, model-tier pass rates, and 7-day code survival (",[248,382,383],{},"SURV",") every week ",[270,386,387],{},"without ever reading a single byte of your source code, prompts, or diffs","?",[245,390,391,392,400,401,404,405,408],{},"Each completed task optionally emits a fixed, schema-locked ",[270,393,394,397,398,280],{},[248,395,396],{},"128-byte"," binary telemetry vector (",[248,399,291],{}," containing strictly quantized numeric indicators and ",[248,402,403],{},"Ed25519"," authenticity proof · and ",[270,406,407],{},"zero strings, zero identifiers, zero tokens, and zero code",":",[331,410,414],{"className":411,"code":412,"language":413,"meta":337,"style":337},"language-rust shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","#[repr(C, packed)]\npub struct ZeroLeakTrainingTrajectoryV1 {\n    pub magic_ver: [u8; 4],            \u002F\u002F Bytes 0..4:     \"ZLT1\"\n    pub org_blind_bucket: [u8; 8],     \u002F\u002F Bytes 4..12:    Keyed BLAKE3-64 pseudonymous cohort tag\n    pub lang_and_framework_id: u16,    \u002F\u002F Bytes 12..14:   Enum ID (e.g., 1=Rust, 2=TS, 3=Python)\n    pub codegraph_fan_in_bucket: u8,   \u002F\u002F Bytes 14..15:   Quantized fan-in tier (0..15)\n    pub codegraph_fan_out_bucket: u8,  \u002F\u002F Bytes 15..16:   Quantized fan-out tier (0..15)\n    pub estimated_loc_p90: u16,        \u002F\u002F Bytes 16..18:   Pre-flight predicted LOC\n    pub actual_loc_delta: u16,         \u002F\u002F Bytes 18..20:   Actual AST-normalized LOC changed\n    pub driver_model_class_id: u16,    \u002F\u002F Bytes 20..22:   Enum ID of driver model family\n    pub reviewer_model_class_id: u16,  \u002F\u002F Bytes 22..24:   Enum ID of reviewer model family\n    pub hooks_h1_to_h5_bitmask: u8,    \u002F\u002F Bytes 24..25:   Pass\u002Ffail bits for H1..H5\n    pub ui_gate_stage1_score: u8,      \u002F\u002F Bytes 25..26:   0..176 DOM physics score\n    pub ui_gate_stage2_score: u8,      \u002F\u002F Bytes 26..27:   0..64 Vision-3 rubric score\n    pub copy_gate_score: u8,           \u002F\u002F Bytes 27..28:   0..64 Declaration copy score\n    pub ci_strikes_count: u8,          \u002F\u002F Bytes 28..29:   Number of CI strikes before green\n    pub tombstone_hits_count: u8,      \u002F\u002F Bytes 29..30:   Negative memory tombstones matched\n    pub cycle_duration_secs_u32: u32,  \u002F\u002F Bytes 30..34:   Wall-clock seconds from claim to merge\n    pub credits_consumed_u16: u16,     \u002F\u002F Bytes 34..36:   Total credits consumed by task\n    pub survival_7d_bps: u16,          \u002F\u002F Bytes 36..38:   7-day AST survival in basis points (0..10000)\n    pub mo_grpo_chips_earned: u16,     \u002F\u002F Bytes 38..40:   Settled MO-GRPO Chips (◈)\n    pub reserved_zero: [u8; 24],       \u002F\u002F Bytes 40..64:   MUST be all 0x00 (verified at edge)\n    pub ed25519_sig: [u8; 64],         \u002F\u002F Bytes 64..128:  K1 Ed25519 signature over Bytes 0..64\n} \u002F\u002F Exact total size: 128 bytes. Any frame != 128 bytes or with non-zero reserved bytes is dropped.\n","rust",[248,415,416,424,430,436,442,448,454,460,466,472,478,484,490,496,502,508,514,520,526,532,538,544,550,556],{"__ignoreMap":337},[417,418,421],"span",{"class":419,"line":420},"line",1,[417,422,423],{},"#[repr(C, packed)]\n",[417,425,427],{"class":419,"line":426},2,[417,428,429],{},"pub struct ZeroLeakTrainingTrajectoryV1 {\n",[417,431,433],{"class":419,"line":432},3,[417,434,435],{},"    pub magic_ver: [u8; 4],            \u002F\u002F Bytes 0..4:     \"ZLT1\"\n",[417,437,439],{"class":419,"line":438},4,[417,440,441],{},"    pub org_blind_bucket: [u8; 8],     \u002F\u002F Bytes 4..12:    Keyed BLAKE3-64 pseudonymous cohort tag\n",[417,443,445],{"class":419,"line":444},5,[417,446,447],{},"    pub lang_and_framework_id: u16,    \u002F\u002F Bytes 12..14:   Enum ID (e.g., 1=Rust, 2=TS, 3=Python)\n",[417,449,451],{"class":419,"line":450},6,[417,452,453],{},"    pub codegraph_fan_in_bucket: u8,   \u002F\u002F Bytes 14..15:   Quantized fan-in tier (0..15)\n",[417,455,457],{"class":419,"line":456},7,[417,458,459],{},"    pub codegraph_fan_out_bucket: u8,  \u002F\u002F Bytes 15..16:   Quantized fan-out tier (0..15)\n",[417,461,463],{"class":419,"line":462},8,[417,464,465],{},"    pub estimated_loc_p90: u16,        \u002F\u002F Bytes 16..18:   Pre-flight predicted LOC\n",[417,467,469],{"class":419,"line":468},9,[417,470,471],{},"    pub actual_loc_delta: u16,         \u002F\u002F Bytes 18..20:   Actual AST-normalized LOC changed\n",[417,473,475],{"class":419,"line":474},10,[417,476,477],{},"    pub driver_model_class_id: u16,    \u002F\u002F Bytes 20..22:   Enum ID of driver model family\n",[417,479,481],{"class":419,"line":480},11,[417,482,483],{},"    pub reviewer_model_class_id: u16,  \u002F\u002F Bytes 22..24:   Enum ID of reviewer model family\n",[417,485,487],{"class":419,"line":486},12,[417,488,489],{},"    pub hooks_h1_to_h5_bitmask: u8,    \u002F\u002F Bytes 24..25:   Pass\u002Ffail bits for H1..H5\n",[417,491,493],{"class":419,"line":492},13,[417,494,495],{},"    pub ui_gate_stage1_score: u8,      \u002F\u002F Bytes 25..26:   0..176 DOM physics score\n",[417,497,499],{"class":419,"line":498},14,[417,500,501],{},"    pub ui_gate_stage2_score: u8,      \u002F\u002F Bytes 26..27:   0..64 Vision-3 rubric score\n",[417,503,505],{"class":419,"line":504},15,[417,506,507],{},"    pub copy_gate_score: u8,           \u002F\u002F Bytes 27..28:   0..64 Declaration copy score\n",[417,509,511],{"class":419,"line":510},16,[417,512,513],{},"    pub ci_strikes_count: u8,          \u002F\u002F Bytes 28..29:   Number of CI strikes before green\n",[417,515,517],{"class":419,"line":516},17,[417,518,519],{},"    pub tombstone_hits_count: u8,      \u002F\u002F Bytes 29..30:   Negative memory tombstones matched\n",[417,521,523],{"class":419,"line":522},18,[417,524,525],{},"    pub cycle_duration_secs_u32: u32,  \u002F\u002F Bytes 30..34:   Wall-clock seconds from claim to merge\n",[417,527,529],{"class":419,"line":528},19,[417,530,531],{},"    pub credits_consumed_u16: u16,     \u002F\u002F Bytes 34..36:   Total credits consumed by task\n",[417,533,535],{"class":419,"line":534},20,[417,536,537],{},"    pub survival_7d_bps: u16,          \u002F\u002F Bytes 36..38:   7-day AST survival in basis points (0..10000)\n",[417,539,541],{"class":419,"line":540},21,[417,542,543],{},"    pub mo_grpo_chips_earned: u16,     \u002F\u002F Bytes 38..40:   Settled MO-GRPO Chips (◈)\n",[417,545,547],{"class":419,"line":546},22,[417,548,549],{},"    pub reserved_zero: [u8; 24],       \u002F\u002F Bytes 40..64:   MUST be all 0x00 (verified at edge)\n",[417,551,553],{"class":419,"line":552},23,[417,554,555],{},"    pub ed25519_sig: [u8; 64],         \u002F\u002F Bytes 64..128:  K1 Ed25519 signature over Bytes 0..64\n",[417,557,559],{"class":419,"line":558},24,[417,560,561],{},"} \u002F\u002F Exact total size: 128 bytes. Any frame != 128 bytes or with non-zero reserved bytes is dropped.\n",[294,563],{},[297,565,567],{"id":566},"auditable-outbound-inspection","Auditable Outbound Inspection",[245,569,570,571,573],{},"You can inspect every ",[248,572,396],{}," trajectory struct before it leaves your workstation:",[331,575,579],{"className":576,"code":577,"language":578,"meta":337,"style":337},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","chinwag tasks inspect-flywheel --last 5 --hex\n","bash",[248,580,581],{"__ignoreMap":337},[417,582,583,586,590,593,596,600],{"class":419,"line":420},[417,584,316],{"class":585},"sBMFI",[417,587,589],{"class":588},"sfazB"," tasks",[417,591,592],{"class":588}," inspect-flywheel",[417,594,595],{"class":588}," --last",[417,597,599],{"class":598},"sbssI"," 5",[417,601,602],{"class":588}," --hex\n",[245,604,605,606,608,609,612],{},"Because ",[248,607,291],{}," contains only numeric enums, durations, and pass\u002Ffail bitmasks (64 payload bytes + 64 signature bytes = ",[248,610,611],{},"128 bytes","), it is mathematically impossible for source code, customer PII, or proprietary business logic to leak into the learning loop.",[294,614],{},[297,616,618],{"id":617},"next-steps","Next Steps",[341,620,621,630],{},[344,622,623,363,626],{},[270,624,625],{},"Next:",[627,628,629],"a",{"href":154},"Local Loopback Viewer & CISO Tier-1 Subprocessor Exemption",[344,631,632,363,635],{},[270,633,634],{},"Ready for zero-leak engineering intelligence?",[627,636,640],{"href":637,"rel":638},"https:\u002F\u002Fchinwag.sh\u002Fpricing",[639],"nofollow","Reserve Your Organization Credit Pack →",[642,643,644],"style",{},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html pre.shiki code .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}",{"title":337,"searchDepth":426,"depth":426,"links":646},[647,649,651,652],{"id":299,"depth":426,"text":648},"1. Blinded Routing Commitments (T_coalesce · 32 Bytes)",{"id":371,"depth":426,"text":650},"2. The 128-Byte Zero-Leak Weekly Learning Flywheel (ZeroLeakTrainingTrajectoryV1)",{"id":566,"depth":426,"text":567},{"id":617,"depth":426,"text":618},"How Chinwag routes encrypted frames using blinded 32-byte BLAKE3 commitments (T_coalesce) and improves model routing with a 128-byte zero-code telemetry struct.","md",null,{},{"title":149},{"title":236,"description":653},"XMhGUBW1knOggYpr8ZADUZFiX1svmpRzeab9o1OI4_k",[661,663],{"title":145,"path":146,"stem":147,"description":662,"children":-1},"Why Chinwag enforces Sign-then-Encrypt-then-Dual-Sign (INV-VERIFY-BEFORE-DECRYPT-01) so untrusted network frames never reach the ML-KEM-768 decapsulator.",{"title":153,"path":154,"stem":155,"description":664,"children":-1},"Why Chinwag's zero-knowledge architecture qualifies for CISO Tier-1 Subprocessor Exemption and how the local chinwag ui viewer decrypts state exclusively on your machine.",1794371826571]