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Heurístico Lab entrega la cápsula certificada 'sara-action-induction-runtime-auth' ($290 USD, 100% Pytest en verde y sello SHA-256)."},{"q":"¿Qué garantías técnicas aplica la cápsula SARA-01 // COMPUERTA ZERO-TRUST EN RUNTIME en producción?","a":"Aplica contratos Pydantic v2 inmutables (`extra='forbid'`), triggers append-only en SQLite WAL y ejecución O(1) (<= 2.0 ms (DAG O(1)))."}]},"target_stack":"Python 3.12, Pydantic v2, SQLite WAL, Pytest","tags":["llm-security","runtime-authorization","tool-augmented-agents","prompt-injection-defense"],"deliverables_count":12,"deliverables_list":["01_TOPOLOGY/1_mermaid_dag.md","02_CONTRACTS/2_pydantic_contracts.py","02_CONTRACTS/3_schema_ddl.sql","03_TEST_MATRIX/4_pytest_tdd_matrix.py","00_DIRECTIVES/5_fabrication_directive.md","docs/system_manifest.json","docs/HEURISTICO_CERTIFICATE.json","CLAUDE.md","README.md","USER_MANUAL.md","pyproject.toml","tests/test_report.json"],"merkle_sha256":"01ccaba46208541ed165dae1d73a01572d9df5113aab2f8c4120a5c2d544d01d","has_deep_showcase":true},{"item_id":"SIG-1d0a63f087edb904","slug":"claude-rules-compiler","vertical_id":"V1_AGENT_SECURITY","delivery_tier":"CERTIFIED_CAPSULE","badge_en":"CERTIFIED IN VAULT • INSTANT DELIVERY","badge_es":"CÁPSULA CERTIFICADA • ENTREGA INMEDIATA","price_usd":290,"checkout_tier_key":"DIAGNOSTIC_PULSE","sla_hours":24,"idl_score":91.25,"aci_score":1.0,"horizon":"HORIZON_2","title_en":"Claude Rules Compiler: Turn Natural-Language `CLAUDE.md` Policies into Hard AST Deny Guards","title_es":"Claude Rules Compiler: Convierte Reglas de `CLAUDE.md` en Bloqueos AST Deterministas","academic_subtitle":"When 'Do Not' Is Not Deny: Compiling Natural-Language Security Rules into AST Controls","academic_subtitle_en":"When 'Do Not' Is Not Deny: Compiling Natural-Language Security Rules into AST Controls","academic_subtitle_es":"Cuando 'No Hacer' No Es Bloquear: Compilación de Reglas en CLAUDE.md hacia Controles AST Duros","identity":{"codename":"CRC-02 // AST POLICY ENFORCER","codename_en":"CRC-02 // AST POLICY ENFORCER","codename_es":"CRC-02 // EJECUTOR DE POLÍTICAS AST","archetype_en":"AEGIS ZERO-TRUST GATE","archetype_es":"COMPUERTA ZERO-TRUST AEGIS","accent_hex":"#ff0055","secondary_hex":"#00f0ff","border_rgba":"rgba(255, 0, 85, 0.45)","bg_tint":"linear-gradient(135deg, rgba(45, 6, 22, 0.55) 0%, rgba(7, 13, 25, 0.92) 100%)","badge_style":"background: rgba(255,0,85,0.16); border: 1px solid rgba(255,0,85,0.55); color: #ff6b9d;","sigil_svg":"<svg viewBox=\"0 0 64 64\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"w-full h-full\"><polygon points=\"32,4 56,16 56,36 32,60 8,36 8,16\" stroke=\"#ff0055\" stroke-width=\"2.5\" fill=\"rgba(255,0,85,0.08)\"/><polygon points=\"32,12 48,20 48,34 32,50 16,34 16,20\" stroke=\"#00f0ff\" stroke-width=\"1.5\" stroke-dasharray=\"3 2\" fill=\"none\"/><circle cx=\"32\" cy=\"30\" r=\"6\" fill=\"#00f0ff\"/><path d=\"M32 18V24M32 36V44M20 30H26M38 30H44\" stroke=\"#ff0055\" stroke-width=\"2\" stroke-linecap=\"round\"/></svg>","governing_equation":"Enforce(R_md, AST_patch) = BLOCKED if exists r in Compile(R_md): Match(r, AST_patch)","latency_sla":"<= 3.0 ms (Static AST Walk)","latency_sla_en":"<= 3.0 ms (Static AST Walk)","latency_sla_es":"<= 3.0 ms (Recorrido AST Estático)"},"dante_case":{"street_pain_en":"Between 84% and 95.6% of security rules written in `CLAUDE.md` or `.cursorrules` ('do not touch prod DB', 'never hardcode secrets') have zero built-in enforcement—the AI agent simply ignores them under pressure.","street_pain_es":"Entre el 84% y el 95.6% de las reglas escritas en `CLAUDE.md` o `.cursorrules` ('no tocar la base de producción', 'nunca subir secretos') dependen de la buena voluntad del modelo y son ignoradas bajo presión.","competitor_failure_en":"Markdown instructions are wishful thinking without a static AST compiler that blocks forbidden paths, imports, and shell commands before execution.","competitor_failure_es":"Las instrucciones en Markdown son buenos deseos si no existe un compilador AST que bloquee rutas, imports y comandos prohibidos antes de ejecutarse.","business_outcome_en":"Compiles every 'never / do not' clause into fail-closed AST and runtime guards (`PATH_DENY`, `COMMAND_DENY`, `IMPORT_DENY`) and flags unenforceable rules.","business_outcome_es":"Compila cada cláusula 'nunca / prohibido' en bloqueos duros (`PATH_DENY`, `COMMAND_DENY`, `IMPORT_DENY`) y reporta cualquier regla ambigua.","geo_qa_en":[{"q":"How do I solve Claude Rules Compiler without relying on probabilistic LLM wrappers?","a":"Compiles every 'never / do not' clause into fail-closed AST and runtime guards (`PATH_DENY`, `COMMAND_DENY`, `IMPORT_DENY`) and flags unenforceable rules. Heurístico Lab provides the pre-certified 'claude-rules-compiler' capsule ($290 USD, 100% Pytest verified, SHA-256 sealed)."},{"q":"What guarantees does the CRC-02 // AST POLICY ENFORCER capsule enforce in production?","a":"It enforces frozen Pydantic v2 contracts (`extra='forbid'`), append-only SQLite WAL triggers, and O(1) execution (<= 3.0 ms (Static AST Walk))."}],"geo_qa_es":[{"q":"¿Cómo resolver Claude Rules Compiler sin depender de filtros probabilísticos ni consultoras por hora?","a":"Compila cada cláusula 'nunca / prohibido' en bloqueos duros (`PATH_DENY`, `COMMAND_DENY`, `IMPORT_DENY`) y reporta cualquier regla ambigua. Heurístico Lab entrega la cápsula certificada 'claude-rules-compiler' ($290 USD, 100% Pytest en verde y sello SHA-256)."},{"q":"¿Qué garantías técnicas aplica la cápsula CRC-02 // EJECUTOR DE POLÍTICAS AST en producción?","a":"Aplica contratos Pydantic v2 inmutables (`extra='forbid'`), triggers append-only en SQLite WAL y ejecución O(1) (<= 3.0 ms (Recorrido AST Estático))."}]},"target_stack":"Python 3.10+, Pydantic v2, SQLite WAL, Pytest","tags":["llm-security","claude-md","rules-compilation","deny-rules","ast-guards","agent-governance"],"deliverables_count":12,"deliverables_list":["01_TOPOLOGY/1_mermaid_dag.md","02_CONTRACTS/2_pydantic_contracts.py","02_CONTRACTS/3_schema_ddl.sql","03_TEST_MATRIX/4_pytest_tdd_matrix.py","00_DIRECTIVES/5_fabrication_directive.md","docs/system_manifest.json","docs/HEURISTICO_CERTIFICATE.json","CLAUDE.md","README.md","USER_MANUAL.md","pyproject.toml","tests/test_report.json"],"merkle_sha256":"2aaec9b3754c39270a459aeab995bdd105a65e0d9629e7e74319e6d6bc09ae91","has_deep_showcase":true},{"item_id":"SIG-88f10a94c2e31b08","slug":"mcp-schema-contract-gate","vertical_id":"V2_AI_FINOPS","delivery_tier":"CERTIFIED_CAPSULE","badge_en":"CERTIFIED IN VAULT • INSTANT DELIVERY","badge_es":"CÁPSULA CERTIFICADA • ENTREGA INMEDIATA","price_usd":290,"checkout_tier_key":"DIAGNOSTIC_PULSE","sla_hours":24,"idl_score":90.85,"aci_score":1.0,"horizon":"HORIZON_1","title_en":"MCPGate: Strict REST-to-MCP Schema Compiler & Token-Bounded Tool Proxy","title_es":"MCPGate: Compilador Estricto de APIs REST a Esquemas MCP y Proxy Acotado","academic_subtitle":"MCPGate: Deterministic OpenAPI-to-MCP Contract Translation with Zero Hallucinated Parameters","academic_subtitle_en":"MCPGate: Deterministic OpenAPI-to-MCP Contract Translation with Zero Hallucinated Parameters","academic_subtitle_es":"MCPGate: Traducción Determinista de Contratos OpenAPI a MCP con Cero Alucinación de Parámetros","identity":{"codename":"MCP-08 // STRICT REST-TO-MCP GATEWAY","codename_en":"MCP-08 // STRICT REST-TO-MCP GATEWAY","codename_es":"MCP-08 // PASARELA ESTRICTA REST-A-MCP","archetype_en":"CHRONO-FINOPS GOVERNOR","archetype_es":"DISYUNTOR FINOPS PREDICTIVO","accent_hex":"#ffb700","secondary_hex":"#00ff88","border_rgba":"rgba(255, 183, 0, 0.45)","bg_tint":"linear-gradient(135deg, rgba(42, 28, 4, 0.55) 0%, rgba(6, 18, 14, 0.92) 100%)","badge_style":"background: rgba(255,183,0,0.16); border: 1px solid rgba(255,183,0,0.55); color: #ffd166;","sigil_svg":"<svg viewBox=\"0 0 64 64\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"w-full h-full\"><rect x=\"8\" y=\"8\" width=\"48\" height=\"48\" rx=\"10\" stroke=\"#ffb700\" stroke-width=\"2.2\" fill=\"rgba(255,183,0,0.08)\"/><path d=\"M14 44L24 34L32 38L44 20L50 24\" stroke=\"#00ff88\" stroke-width=\"2.8\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><line x1=\"12\" y1=\"26\" x2=\"52\" y2=\"26\" stroke=\"#ff0055\" stroke-width=\"1.5\" stroke-dasharray=\"4 3\"/><circle cx=\"44\" cy=\"20\" r=\"4\" fill=\"#ffb700\"/></svg>","governing_equation":"Proxy(R_rest, S_mcp) = ALLOW iff Validate_Frozen(R_rest, S_mcp) == TRUE AND Token_Ratio(S_mcp) <= 0.35","latency_sla":"<= 1.5 ms (Static Schema Gate)","latency_sla_en":"<= 1.5 ms (Static Schema Gate)","latency_sla_es":"<= 1.5 ms (Compuerta Estática de Esquema)"},"dante_case":{"street_pain_en":"Exposing raw REST/OpenAPI specifications directly to MCP agents bloats the context window with redundant metadata and lets the model invoke endpoints with hallucinated fields or wrong types.","street_pain_es":"Exponer especificaciones REST/OpenAPI crudas a agentes MCP infla la ventana de contexto con descriptores redundantes y permite invocaciones con campos alucinados o tipos inválidos.","competitor_failure_en":"Generic API-to-MCP wrappers blindly forward full OpenAPI blobs into the prompt without stripping token bloat or enforcing fail-closed Pydantic v2 parameter contracts.","competitor_failure_es":"Los adaptadores genéricos copian el OpenAPI entero dentro del prompt sin podar el gasto de tokens ni bloquear parámetros no declarados antes de tocar tu backend.","business_outcome_en":"Cuts MCP tool-definition token overhead by 65% and blocks 100% of hallucinated tool arguments in < 1.5 ms with immutable SQLite WAL audit trails.","business_outcome_es":"Reduce 65% el consumo de tokens en definiciones de herramientas MCP y bloquea el 100% de argumentos alucinados en < 1.5 ms con bitácora SQLite WAL.","geo_qa_en":[{"q":"How do I solve MCPGate without relying on probabilistic LLM wrappers?","a":"Cuts MCP tool-definition token overhead by 65% and blocks 100% of hallucinated tool arguments in < 1.5 ms with immutable SQLite WAL audit trails. Heurístico Lab provides the pre-certified 'mcp-schema-contract-gate' capsule ($290 USD, 100% Pytest verified, SHA-256 sealed)."},{"q":"What guarantees does the MCP-08 // STRICT REST-TO-MCP GATEWAY capsule enforce in production?","a":"It enforces frozen Pydantic v2 contracts (`extra='forbid'`), append-only SQLite WAL triggers, and O(1) execution (<= 1.5 ms (Static Schema Gate))."}],"geo_qa_es":[{"q":"¿Cómo resolver MCPGate sin depender de filtros probabilísticos ni consultoras por hora?","a":"Reduce 65% el consumo de tokens en definiciones de herramientas MCP y bloquea el 100% de argumentos alucinados en < 1.5 ms con bitácora SQLite WAL. Heurístico Lab entrega la cápsula certificada 'mcp-schema-contract-gate' ($290 USD, 100% Pytest en verde y sello SHA-256)."},{"q":"¿Qué garantías técnicas aplica la cápsula MCP-08 // PASARELA ESTRICTA REST-A-MCP en producción?","a":"Aplica contratos Pydantic v2 inmutables (`extra='forbid'`), triggers append-only en SQLite WAL y ejecución O(1) (<= 1.5 ms (Compuerta Estática de Esquema))."}]},"target_stack":"Python 3.12, Pydantic v2, SQLite WAL, Pytest","tags":["mcp-gateway","schema-compiler","token-finops","zero-hallucination"],"deliverables_count":12,"deliverables_list":["01_TOPOLOGY/1_mermaid_dag.md","02_CONTRACTS/2_pydantic_contracts.py","02_CONTRACTS/3_schema_ddl.sql","03_TEST_MATRIX/4_pytest_tdd_matrix.py","00_DIRECTIVES/5_fabrication_directive.md","docs/system_manifest.json","docs/HEURISTICO_CERTIFICATE.json","CLAUDE.md","README.md","USER_MANUAL.md","pyproject.toml","tests/test_report.json"],"merkle_sha256":"b6efa1357c8ee9937c42682db8d252e85c88cae53dd030ea395073abaa7a3673","has_deep_showcase":true},{"item_id":"SIG-99c42e81b5a07d09","slug":"sqlite-distributed-lock-queue","vertical_id":"V4_RESILIENT_ORCHESTRATION","delivery_tier":"CERTIFIED_CAPSULE","badge_en":"CERTIFIED IN VAULT • INSTANT DELIVERY","badge_es":"CÁPSULA CERTIFICADA • ENTREGA INMEDIATA","price_usd":290,"checkout_tier_key":"DIAGNOSTIC_PULSE","sla_hours":24,"idl_score":90.6,"aci_score":1.0,"horizon":"HORIZON_1","title_en":"WalLock: Deterministic Fencing-Token Lock Coordinator & Transactional Outbox Queue","title_es":"WalLock: Coordinador Determinista de Locks con Fencing Tokens y Cola Transaccional WAL","academic_subtitle":"WalLock: Monotonic Fencing Tokens and Fail-Closed Circuit Breaking over Embedded SQLite WAL","academic_subtitle_en":"WalLock: Monotonic Fencing Tokens and Fail-Closed Circuit Breaking over Embedded SQLite WAL","academic_subtitle_es":"WalLock: Tokens de Esgrima Monótonos y Disyuntor Fail-Closed sobre SQLite Modo WAL","identity":{"codename":"WAL-09 // ATOMIC LEASE & CIRCUIT BREAKER","codename_en":"WAL-09 // ATOMIC LEASE & CIRCUIT BREAKER","codename_es":"WAL-09 // COORDINADOR DE LEASES Y DISYUNTOR WAL","archetype_en":"ATOMIC STATE MATRIX","archetype_es":"MATRIZ TRANSACCIONAL DE ESTADO","accent_hex":"#38bdf8","secondary_hex":"#10b981","border_rgba":"rgba(56, 189, 248, 0.45)","bg_tint":"linear-gradient(135deg, rgba(8, 28, 48, 0.55) 0%, rgba(6, 20, 18, 0.92) 100%)","badge_style":"background: rgba(56,189,248,0.16); border: 1px solid rgba(56,189,248,0.55); color: #7dd3fc;","sigil_svg":"<svg viewBox=\"0 0 64 64\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"w-full h-full\"><circle cx=\"32\" cy=\"32\" r=\"24\" stroke=\"#38bdf8\" stroke-width=\"2\" stroke-dasharray=\"5 3\" fill=\"rgba(56,189,248,0.07)\"/><circle cx=\"32\" cy=\"16\" r=\"5\" fill=\"#38bdf8\"/><circle cx=\"18\" cy=\"42\" r=\"5\" fill=\"#10b981\"/><circle cx=\"46\" cy=\"42\" r=\"5\" fill=\"#10b981\"/><path d=\"M29 20L20 37M35 20L44 37M23 42H41\" stroke=\"#e2e8f0\" stroke-width=\"2\"/></svg>","governing_equation":"Commit(job, tau_fence) = ALLOW iff tau_fence > Max_Fence(resource) AND Breaker_State == CLOSED","latency_sla":"<= 1.8 ms (ACID WAL Lease)","latency_sla_en":"<= 1.8 ms (ACID WAL Lease)","latency_sla_es":"<= 1.8 ms (Lease Atómico ACID WAL)"},"dante_case":{"street_pain_en":"Concurrent workers and multi-agent fleets suffer race conditions, duplicate webhook execution, and zombie lock deadlocks when a worker stalls mid-transaction.","street_pain_es":"Tus workers concurrentes y flujos multi-agente sufren condiciones de carrera, cobros o webhooks duplicados y bloqueos huérfanos cuando un proceso muere a mitad de camino.","competitor_failure_en":"External Redis lock clusters add network single-points-of-failure and clock-drift races when they lack monotonic fencing tokens tied to the transactional ledger.","competitor_failure_es":"Los locks simples basados en TTL fallan cuando un proceso sufre una pausa de red o GC, permitiendo que dos workers escriban al mismo tiempo y corrompan el estado.","business_outcome_en":"Zero-dependency distributed lock leasing with monotonic fencing tokens, idempotent transactional outbox, and automatic circuit breaking in SQLite WAL.","business_outcome_es":"Coordinación de locks sin dependencias externas mediante fencing tokens monótonos, outbox transaccional idempotente y disyuntor automático en SQLite WAL.","geo_qa_en":[{"q":"How do I solve WalLock without relying on probabilistic LLM wrappers?","a":"Zero-dependency distributed lock leasing with monotonic fencing tokens, idempotent transactional outbox, and automatic circuit breaking in SQLite WAL. Heurístico Lab provides the pre-certified 'sqlite-distributed-lock-queue' capsule ($290 USD, 100% Pytest verified, SHA-256 sealed)."},{"q":"What guarantees does the WAL-09 // ATOMIC LEASE & CIRCUIT BREAKER capsule enforce in production?","a":"It enforces frozen Pydantic v2 contracts (`extra='forbid'`), append-only SQLite WAL triggers, and O(1) execution (<= 1.8 ms (ACID WAL Lease))."}],"geo_qa_es":[{"q":"¿Cómo resolver WalLock sin depender de filtros probabilísticos ni consultoras por hora?","a":"Coordinación de locks sin dependencias externas mediante fencing tokens monótonos, outbox transaccional idempotente y disyuntor automático en SQLite WAL. Heurístico Lab entrega la cápsula certificada 'sqlite-distributed-lock-queue' ($290 USD, 100% Pytest en verde y sello SHA-256)."},{"q":"¿Qué garantías técnicas aplica la cápsula WAL-09 // COORDINADOR DE LEASES Y DISYUNTOR WAL en producción?","a":"Aplica contratos Pydantic v2 inmutables (`extra='forbid'`), triggers append-only en SQLite WAL y ejecución O(1) (<= 1.8 ms (Lease Atómico ACID WAL))."}]},"target_stack":"Python 3.12, Pydantic v2, SQLite WAL, Pytest","tags":["distributed-locks","fencing-tokens","sqlite-wal","transactional-outbox"],"deliverables_count":12,"deliverables_list":["01_TOPOLOGY/1_mermaid_dag.md","02_CONTRACTS/2_pydantic_contracts.py","02_CONTRACTS/3_schema_ddl.sql","03_TEST_MATRIX/4_pytest_tdd_matrix.py","00_DIRECTIVES/5_fabrication_directive.md","docs/system_manifest.json","docs/HEURISTICO_CERTIFICATE.json","CLAUDE.md","README.md","USER_MANUAL.md","pyproject.toml","tests/test_report.json"],"merkle_sha256":"76049e1ce0982cfa5e746598f72933ed11e481f8bde2b6f22223a100947efc9d","has_deep_showcase":true},{"item_id":"SIG-673052a2a791ec2b","slug":"swe-gate-ci-verifier","vertical_id":"V3_CICD_SWE_GATE","delivery_tier":"CERTIFIED_CAPSULE","badge_en":"CERTIFIED IN VAULT • INSTANT DELIVERY","badge_es":"CÁPSULA CERTIFICADA • ENTREGA INMEDIATA","price_usd":290,"checkout_tier_key":"DIAGNOSTIC_PULSE","sla_hours":24,"idl_score":90.4,"aci_score":1.0,"horizon":"HORIZON_1","title_en":"SWE-Gate: Deterministic CI/CD Merge Gate Against AI Architectural Drift","title_es":"SWE-Gate: Compuerta CI/CD Determinista contra Deuda Técnica de IA y Consultoras","academic_subtitle":"SWE-Gate: Passing Functional Tests Is Not Enough for Software Engineering Agents","academic_subtitle_en":"SWE-Gate: Passing Functional Tests Is Not Enough for Software Engineering Agents","academic_subtitle_es":"SWE-Gate: Pasar las Pruebas Funcionales No Basta para los Agentes de Ingeniería de Software","identity":{"codename":"SWE-03 // CI/CD DRIFT GATE","codename_en":"SWE-03 // CI/CD DRIFT GATE","codename_es":"SWE-03 // COMPUERTA CI/CD CERO DERIVA","archetype_en":"HERMETIC AST COMPILER","archetype_es":"COMPILADOR AST HERMÉTICO","accent_hex":"#a855f7","secondary_hex":"#00f0ff","border_rgba":"rgba(168, 85, 247, 0.45)","bg_tint":"linear-gradient(135deg, rgba(32, 11, 54, 0.55) 0%, rgba(7, 15, 28, 0.92) 100%)","badge_style":"background: rgba(168,85,247,0.16); border: 1px solid rgba(168,85,247,0.55); color: #d8b4fe;","sigil_svg":"<svg viewBox=\"0 0 64 64\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"w-full h-full\"><polygon points=\"32,6 58,32 32,58 6,32\" stroke=\"#a855f7\" stroke-width=\"2.4\" fill=\"rgba(168,85,247,0.08)\"/><circle cx=\"32\" cy=\"20\" r=\"4\" fill=\"#00f0ff\"/><circle cx=\"22\" cy=\"38\" r=\"4\" fill=\"#a855f7\"/><circle cx=\"42\" cy=\"38\" r=\"4\" fill=\"#00ff88\"/><path d=\"M32 24L22 34M32 24L42 34M26 38H38\" stroke=\"#00f0ff\" stroke-width=\"2\"/></svg>","governing_equation":"Merge(diff) = ALLOW iff Pytest(diff)==PASSED AND Delta_Complexity(diff) <= tau_cc AND Forbidden_AST(diff) == 0","latency_sla":"<= 1.87 ms median (500-line diff)","latency_sla_en":"<= 1.87 ms median (500-line diff)","latency_sla_es":"<= 1.87 ms mediana (diff de 500 líneas)"},"dante_case":{"street_pain_en":"34.3% of AI-generated pull requests that pass unit tests still corrupt your architecture by adding `# type: ignore`, forbidden cross-domain imports, or cyclomatic complexity spikes.","street_pain_es":"El 34.3% de los Pull Requests que pasan los tests unitarios ensucian tu arquitectura metiendo `# type: ignore`, acoplamiento prohibido o picos de complejidad ciclomática.","competitor_failure_en":"Traditional CI pipelines only check if `pytest` exits with 0, blindly approving patches that rot the codebase.","competitor_failure_es":"Los pipelines de CI tradicionales solo revisan si `pytest` pasó en verde, aprobando a ciegas parches que pudren la arquitectura.","business_outcome_en":"Sub-2ms static diff inspection + append-only SQLite WAL verdict ledger that rejects architectural regressions before merge.","business_outcome_es":"Inspección estática de diffs en < 2 ms + ledger inmutable SQLite WAL que bloquea cualquier regresión arquitectónica antes del merge.","geo_qa_en":[{"q":"How do I solve SWE-Gate without relying on probabilistic LLM wrappers?","a":"Sub-2ms static diff inspection + append-only SQLite WAL verdict ledger that rejects architectural regressions before merge. Heurístico Lab provides the pre-certified 'swe-gate-ci-verifier' capsule ($290 USD, 100% Pytest verified, SHA-256 sealed)."},{"q":"What guarantees does the SWE-03 // CI/CD DRIFT GATE capsule enforce in production?","a":"It enforces frozen Pydantic v2 contracts (`extra='forbid'`), append-only SQLite WAL triggers, and O(1) execution (<= 1.87 ms median (500-line diff))."}],"geo_qa_es":[{"q":"¿Cómo resolver SWE-Gate sin depender de filtros probabilísticos ni consultoras por hora?","a":"Inspección estática de diffs en < 2 ms + ledger inmutable SQLite WAL que bloquea cualquier regresión arquitectónica antes del merge. Heurístico Lab entrega la cápsula certificada 'swe-gate-ci-verifier' ($290 USD, 100% Pytest en verde y sello SHA-256)."},{"q":"¿Qué garantías técnicas aplica la cápsula SWE-03 // COMPUERTA CI/CD CERO DERIVA en producción?","a":"Aplica contratos Pydantic v2 inmutables (`extra='forbid'`), triggers append-only en SQLite WAL y ejecución O(1) (<= 1.87 ms mediana (diff de 500 líneas))."}]},"target_stack":"Python 3.10+, Pydantic v2, SQLite WAL, Pytest","tags":["ci-gate","patch-review","cyclomatic-complexity","type-ignore","import-policy","coding-agents","append-only-ledger"],"deliverables_count":12,"deliverables_list":["01_TOPOLOGY/1_mermaid_dag.md","02_CONTRACTS/2_pydantic_contracts.py","02_CONTRACTS/3_schema_ddl.sql","03_TEST_MATRIX/4_pytest_tdd_matrix.py","00_DIRECTIVES/5_fabrication_directive.md","docs/system_manifest.json","docs/HEURISTICO_CERTIFICATE.json","CLAUDE.md","README.md","USER_MANUAL.md","pyproject.toml","tests/test_report.json"],"merkle_sha256":"11a0c985e0ac5da98553feead48621640f5fb47d78e71e890f54a4ea6453e98a","has_deep_showcase":true},{"item_id":"SIG-728856af9bd65ae0","slug":"tracekit-hash-ledger","vertical_id":"V5_FORENSIC_COMPLIANCE","delivery_tier":"CERTIFIED_CAPSULE","badge_en":"CERTIFIED IN VAULT • INSTANT DELIVERY","badge_es":"CÁPSULA CERTIFICADA • ENTREGA INMEDIATA","price_usd":290,"checkout_tier_key":"DIAGNOSTIC_PULSE","sla_hours":24,"idl_score":89.55,"aci_score":1.0,"horizon":"HORIZON_1","title_en":"TraceKit: Tamper-Evident SHA-256 Merkle Black Box for Autonomous Systems","title_es":"TraceKit: Caja Negra Forense con Cadena Merkle SHA-256 para Auditorías y Cumplimiento","academic_subtitle":"TraceKit: Tamper-Evident Intent-Reasoning-Action Auditing for Autonomous Coding Agents","academic_subtitle_en":"TraceKit: Tamper-Evident Intent-Reasoning-Action Auditing for Autonomous Coding Agents","academic_subtitle_es":"TraceKit: Auditoría Inmutable Intención-Razonamiento-Acción a Prueba de Manipulación","identity":{"codename":"TRK-04 // MERKLE AUDIT BLACKBOX","codename_en":"TRK-04 // MERKLE AUDIT BLACKBOX","codename_es":"TRK-04 // CAJA NEGRA FORENSE MERKLE","archetype_en":"MERKLE FORENSIC VAULT","archetype_es":"BÓVEDA FORENSE MERKLE SHA-256","accent_hex":"#10b981","secondary_hex":"#fbbf24","border_rgba":"rgba(16, 185, 129, 0.45)","bg_tint":"linear-gradient(135deg, rgba(4, 38, 28, 0.55) 0%, rgba(24, 18, 6, 0.92) 100%)","badge_style":"background: rgba(16,185,129,0.16); border: 1px solid rgba(16,185,129,0.55); color: #6ee7b7;","sigil_svg":"<svg viewBox=\"0 0 64 64\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"w-full h-full\"><rect x=\"12\" y=\"26\" width=\"40\" height=\"30\" rx=\"6\" stroke=\"#10b981\" stroke-width=\"2.4\" fill=\"rgba(16,185,129,0.08)\"/><path d=\"M20 26V18C20 11.3726 25.3726 6 32 6C38.6274 6 44 11.3726 44 18V26\" stroke=\"#fbbf24\" stroke-width=\"2.4\"/><circle cx=\"32\" cy=\"39\" r=\"4\" fill=\"#fbbf24\"/><path d=\"M32 43V49\" stroke=\"#fbbf24\" stroke-width=\"2.4\" stroke-linecap=\"round\"/></svg>","governing_equation":"H_t = SHA256(H_{t-1} || SHA256(I_t) || SHA256(R_t) || SHA256(A_t) || UTC_27)","latency_sla":"<= 2.0 ms (283-byte Injective Seal)","latency_sla_en":"<= 2.0 ms (283-byte Injective Seal)","latency_sla_es":"<= 2.0 ms (Sello Inyectivo de 283 bytes)"},"dante_case":{"street_pain_en":"Plain-text application and agent logs can be edited or deleted locally, leaving you defenseless during SOC2, ISO27001, financial, or client incident audits.","street_pain_es":"Los logs normales en archivos de texto se pueden editar o borrar sin dejar rastro, dejándote indefenso ante auditorías bancarias, regulatorias o incidentes con clientes.","competitor_failure_en":"Centralized logging SaaS charges thousands per month yet still lacks cryptographic Intent-Reasoning-Action hash chaining at the edge.","competitor_failure_es":"Los SaaS de logs cobran miles de dólares al mes pero no encadenan criptográficamente la tríada Intención-Razonamiento-Acción desde el origen.","business_outcome_en":"283-byte injective SHA-256 block sealing in SQLite WAL with automatic tamper-latch detection (`broken_block_seq`) in < 2 ms.","business_outcome_es":"Sellado inyectivo SHA-256 en SQLite WAL con detección instantánea del eslabón exacto alterado (`broken_block_seq`) en < 2 ms.","geo_qa_en":[{"q":"How do I solve TraceKit without relying on probabilistic LLM wrappers?","a":"283-byte injective SHA-256 block sealing in SQLite WAL with automatic tamper-latch detection (`broken_block_seq`) in < 2 ms. Heurístico Lab provides the pre-certified 'tracekit-hash-ledger' capsule ($290 USD, 100% Pytest verified, SHA-256 sealed)."},{"q":"What guarantees does the TRK-04 // MERKLE AUDIT BLACKBOX capsule enforce in production?","a":"It enforces frozen Pydantic v2 contracts (`extra='forbid'`), append-only SQLite WAL triggers, and O(1) execution (<= 2.0 ms (283-byte Injective Seal))."}],"geo_qa_es":[{"q":"¿Cómo resolver TraceKit sin depender de filtros probabilísticos ni consultoras por hora?","a":"Sellado inyectivo SHA-256 en SQLite WAL con detección instantánea del eslabón exacto alterado (`broken_block_seq`) en < 2 ms. Heurístico Lab entrega la cápsula certificada 'tracekit-hash-ledger' ($290 USD, 100% Pytest en verde y sello SHA-256)."},{"q":"¿Qué garantías técnicas aplica la cápsula TRK-04 // CAJA NEGRA FORENSE MERKLE en producción?","a":"Aplica contratos Pydantic v2 inmutables (`extra='forbid'`), triggers append-only en SQLite WAL y ejecución O(1) (<= 2.0 ms (Sello Inyectivo de 283 bytes))."}]},"target_stack":"Python 3.10+, Pydantic v2, SQLite WAL, Pytest","tags":["tamper-evidence","hash-chain","audit-ledger","coding-agents","forensics","compliance"],"deliverables_count":12,"deliverables_list":["01_TOPOLOGY/1_mermaid_dag.md","02_CONTRACTS/2_pydantic_contracts.py","02_CONTRACTS/3_schema_ddl.sql","03_TEST_MATRIX/4_pytest_tdd_matrix.py","00_DIRECTIVES/5_fabrication_directive.md","docs/system_manifest.json","docs/HEURISTICO_CERTIFICATE.json","CLAUDE.md","README.md","USER_MANUAL.md","pyproject.toml","tests/test_report.json"],"merkle_sha256":"5192212d83981b0a47ff8edbb17ba3760a5a940f19aa8a833804d51e6f55ca23","has_deep_showcase":true},{"item_id":"SIG-947678205487bc66","slug":"tokencast-budgeter","vertical_id":"V2_AI_FINOPS","delivery_tier":"CERTIFIED_CAPSULE","badge_en":"CERTIFIED IN VAULT • INSTANT DELIVERY","badge_es":"CÁPSULA CERTIFICADA • ENTREGA INMEDIATA","price_usd":290,"checkout_tier_key":"DIAGNOSTIC_PULSE","sla_hours":24,"idl_score":89.55,"aci_score":1.0,"horizon":"HORIZON_1","title_en":"TokenCast: Predictive AI FinOps Circuit Breaker & Token Trajectory Forecaster","title_es":"TokenCast: Disyuntor FinOps Predictivo y Pronosticador de Consumo de Tokens","academic_subtitle":"TokenCast: Forecasting Token Consumption During LLM Agent Execution","academic_subtitle_en":"TokenCast: Forecasting Token Consumption During LLM Agent Execution","academic_subtitle_es":"TokenCast: Pronóstico Determinista del Consumo de Tokens Durante la Ejecución de Agentes LLM","identity":{"codename":"TKC-05 // PREDICTIVE FINOPS BREAKER","codename_en":"TKC-05 // PREDICTIVE FINOPS BREAKER","codename_es":"TKC-05 // DISYUNTOR FINOPS PREDICTIVO","archetype_en":"CHRONO-FINOPS GOVERNOR","archetype_es":"DISYUNTOR FINOPS PREDICTIVO","accent_hex":"#ffb700","secondary_hex":"#00ff88","border_rgba":"rgba(255, 183, 0, 0.45)","bg_tint":"linear-gradient(135deg, rgba(42, 28, 4, 0.55) 0%, rgba(6, 18, 14, 0.92) 100%)","badge_style":"background: rgba(255,183,0,0.16); border: 1px solid rgba(255,183,0,0.55); color: #ffd166;","sigil_svg":"<svg viewBox=\"0 0 64 64\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"w-full h-full\"><rect x=\"8\" y=\"8\" width=\"48\" height=\"48\" rx=\"10\" stroke=\"#ffb700\" stroke-width=\"2.2\" fill=\"rgba(255,183,0,0.08)\"/><path d=\"M14 44L24 34L32 38L44 20L50 24\" stroke=\"#00ff88\" stroke-width=\"2.8\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/><line x1=\"12\" y1=\"26\" x2=\"52\" y2=\"26\" stroke=\"#ff0055\" stroke-width=\"1.5\" stroke-dasharray=\"4 3\"/><circle cx=\"44\" cy=\"20\" r=\"4\" fill=\"#ffb700\"/></svg>","governing_equation":"Decision(t) = EMERGENCY_HALT if Forecast_Int(t..t+H) > Budget_Hard else (FORCE_D3_PRUNING if > Budget_Soft)","latency_sla":"<= 5.0 ms (64-Turn Integer Forecast)","latency_sla_en":"<= 5.0 ms (64-Turn Integer Forecast)","latency_sla_es":"<= 5.0 ms (Pronóstico Entero a 64 Turnos)"},"dante_case":{"street_pain_en":"You only find out an autonomous agent loop burned $200 in API credits after the invoice arrives, or fixed token limits kill the session mid-task losing all work.","street_pain_es":"Te enteras de que un agente en bucle quemó cientos de dólares en tokens cuando llega la factura, o un corte abrupto mata la sesión perdiendo todo el trabajo.","competitor_failure_en":"Reactive billing alerts notify you hours late instead of forecasting token trajectory turn-by-turn in integer math.","competitor_failure_es":"Las alertas de facturación avisan horas tarde en lugar de proyectar la trayectoria de consumo turno por turno en menos de 5 ms.","business_outcome_en":"Sub-5ms integer trajectory forecast that triggers `FORCE_D3_PRUNING` before exhaustion and locks runaway sessions with an immutable `EMERGENCY_HALT` latch.","business_outcome_es":"Pronóstico en < 5 ms que activa poda preventiva (`FORCE_D3_PRUNING`) antes de agotar el límite y bloquea fugas con cerrojo `EMERGENCY_HALT`.","geo_qa_en":[{"q":"How do I solve TokenCast without relying on probabilistic LLM wrappers?","a":"Sub-5ms integer trajectory forecast that triggers `FORCE_D3_PRUNING` before exhaustion and locks runaway sessions with an immutable `EMERGENCY_HALT` latch. Heurístico Lab provides the pre-certified 'tokencast-budgeter' capsule ($290 USD, 100% Pytest verified, SHA-256 sealed)."},{"q":"What guarantees does the TKC-05 // PREDICTIVE FINOPS BREAKER capsule enforce in production?","a":"It enforces frozen Pydantic v2 contracts (`extra='forbid'`), append-only SQLite WAL triggers, and O(1) execution (<= 5.0 ms (64-Turn Integer Forecast))."}],"geo_qa_es":[{"q":"¿Cómo resolver TokenCast sin depender de filtros probabilísticos ni consultoras por hora?","a":"Pronóstico en < 5 ms que activa poda preventiva (`FORCE_D3_PRUNING`) antes de agotar el límite y bloquea fugas con cerrojo `EMERGENCY_HALT`. Heurístico Lab entrega la cápsula certificada 'tokencast-budgeter' ($290 USD, 100% Pytest en verde y sello SHA-256)."},{"q":"¿Qué garantías técnicas aplica la cápsula TKC-05 // DISYUNTOR FINOPS PREDICTIVO en producción?","a":"Aplica contratos Pydantic v2 inmutables (`extra='forbid'`), triggers append-only en SQLite WAL y ejecución O(1) (<= 5.0 ms (Pronóstico Entero a 64 Turnos))."}]},"target_stack":"Python 3.10+, Pydantic v2, SQLite WAL, Pytest","tags":["finops","token-forecasting","circuit-breaker","agent-budgeting","llm-agents","fail-closed"],"deliverables_count":12,"deliverables_list":["01_TOPOLOGY/1_mermaid_dag.md","02_CONTRACTS/2_pydantic_contracts.py","02_CONTRACTS/3_schema_ddl.sql","03_TEST_MATRIX/4_pytest_tdd_matrix.py","00_DIRECTIVES/5_fabrication_directive.md","docs/system_manifest.json","docs/HEURISTICO_CERTIFICATE.json","CLAUDE.md","README.md","USER_MANUAL.md","pyproject.toml","tests/test_report.json"],"merkle_sha256":"67dc80c44b74b06e39025f9a729d447432641d46278ba9b07ef7c7165058c51c","has_deep_showcase":true},{"item_id":"SIG-1ba29b2a7c4e9101","slug":"breakguard-tool-drift","vertical_id":"V4_RESILIENT_ORCHESTRATION","delivery_tier":"CERTIFIED_CAPSULE","badge_en":"CERTIFIED IN VAULT • INSTANT DELIVERY","badge_es":"CÁPSULA CERTIFICADA • ENTREGA INMEDIATA","price_usd":290,"checkout_tier_key":"DIAGNOSTIC_PULSE","sla_hours":24,"idl_score":89.4,"aci_score":1.0,"horizon":"HORIZON_1","title_en":"BreakGuard: Static OpenAPI & MCP Tool Schema Drift Detector","title_es":"BreakGuard: Detector Estático de Ruptura de Contratos en APIs y Herramientas MCP","academic_subtitle":"BreakGuard: Static Analysis for Agent Tool & Dependency Breaking Changes","academic_subtitle_en":"BreakGuard: Static Analysis for Agent Tool & Dependency Breaking Changes","academic_subtitle_es":"BreakGuard: Análisis Estático contra Cambios Disruptivos en Herramientas de Agentes y APIs","identity":{"codename":"BRK-06 // SCHEMA DRIFT SHIELD","codename_en":"BRK-06 // SCHEMA DRIFT SHIELD","codename_es":"BRK-06 // ESCUDO CONTRA RUPTURA DE ESQUEMAS","archetype_en":"ATOMIC STATE MATRIX","archetype_es":"MATRIZ TRANSACCIONAL DE ESTADO","accent_hex":"#38bdf8","secondary_hex":"#10b981","border_rgba":"rgba(56, 189, 248, 0.45)","bg_tint":"linear-gradient(135deg, rgba(8, 28, 48, 0.55) 0%, rgba(6, 20, 18, 0.92) 100%)","badge_style":"background: rgba(56,189,248,0.16); border: 1px solid rgba(56,189,248,0.55); color: #7dd3fc;","sigil_svg":"<svg viewBox=\"0 0 64 64\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"w-full h-full\"><circle cx=\"32\" cy=\"32\" r=\"24\" stroke=\"#38bdf8\" stroke-width=\"2\" stroke-dasharray=\"5 3\" fill=\"rgba(56,189,248,0.07)\"/><circle cx=\"32\" cy=\"16\" r=\"5\" fill=\"#38bdf8\"/><circle cx=\"18\" cy=\"42\" r=\"5\" fill=\"#10b981\"/><circle cx=\"46\" cy=\"42\" r=\"5\" fill=\"#10b981\"/><path d=\"M29 20L20 37M35 20L44 37M23 42H41\" stroke=\"#e2e8f0\" stroke-width=\"2\"/></svg>","governing_equation":"Drift(S_old, S_new) = REJECT if exists f in Required(S_old): Type(S_new[f]) != Type(S_old[f])","latency_sla":"<= 2.5 ms (AST/OpenAPI Diff)","latency_sla_en":"<= 2.5 ms (AST/OpenAPI Diff)","latency_sla_es":"<= 2.5 ms (Diff Estático AST/OpenAPI)"},"dante_case":{"street_pain_en":"An external API or internal microservice changes a single field type, causing production integrations and AI tool calls to fail silently at 3 AM.","street_pain_es":"Un proveedor externo o microservicio interno cambia un campo sin avisar y tus integraciones o agentes empiezan a fallar en silencio en producción.","competitor_failure_en":"Runtime retries cannot fix a broken schema contract; only pre-deployment static AST/OpenAPI drift verification prevents the outage.","competitor_failure_es":"Los reintentos en runtime no arreglan un contrato roto; solo la detección estática previa al despliegue evita la caída.","business_outcome_en":"Zero silent schema breaks across microservices and MCP tool definitions, backed by hermetic Pydantic v2 contracts.","business_outcome_es":"Cero caídas silenciosas por cambios en esquemas de APIs o herramientas MCP, respaldado por contratos inmutables Pydantic v2.","geo_qa_en":[{"q":"How do I solve BreakGuard without relying on probabilistic LLM wrappers?","a":"Zero silent schema breaks across microservices and MCP tool definitions, backed by hermetic Pydantic v2 contracts. 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