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    "proposal": "Riscrivere il raccordo, non ricopiare i wrapper",
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    "volume": "V01",
    "title": "Fonti, attribuzioni e avvertenze di lettura",
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    "proposal": "Riallineare al sistema di provenienza v9",
    "destination": "Paratesto e B",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
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    "id": "B003",
    "volume": "V01",
    "title": "Summary",
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    "proposal": "Conservare funzione di orientamento, evitare doppia introduzione",
    "destination": "Prefazione/guida di lettura",
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    "volume": "V01",
    "title": "The Fundamental Shift",
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    "destination": "1",
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    "proposal": "Aggiornare confini d'uso; qualificare il 70%",
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    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "volume": "V01",
    "title": "The Experience Divide",
    "path": "AI_SW_ENG/chapters_verbose/chapter03_v3.tex",
    "proposal": "Integrare e verificare i claim selezionati",
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    "original_chapters": "C:C10;C:C12",
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    "volume": "V01",
    "title": "New Workflows for the AI Era",
    "path": "AI_SW_ENG/chapters_verbose/chapter04_v5.tex",
    "proposal": "Distribuire il processo, usare un caso unico",
    "destination": "3, 4, 7, 11",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "volume": "V01",
    "title": "The Quality Crisis (And How to Prevent It)",
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    "proposal": "Separare segnali, difetti, review e operabilità",
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    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
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    "original_chapters": "C:C05;C:C08",
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    "volume": "V01",
    "title": "Measuring What Matters---The Data Behind AI's Real Impact",
    "path": "AI_SW_ENG/chapters_verbose/chapter06_v4.tex",
    "proposal": "Recuperare decisioni e strumentazione; aggiornare evidenze",
    "destination": "2, 12",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "title": "The Adaptation Imperative---What Companies Must Do Now",
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    "proposal": "Tradurre prescrizioni in adozione condizionata",
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    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
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    "title": "Looking Forward---The Future of Software Engineering",
    "path": "AI_SW_ENG/chapters_verbose/chapter09_v4.tex",
    "proposal": "Conservare domande; rivedere previsioni datate",
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    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "empirical_evidence": "NO"
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    "title": "The Pattern Catalog",
    "path": "AI_SW_ENG/chapters_verbose/chapter07_v1.tex",
    "proposal": "Indice unico di tutta la serie, non solo 18 pattern",
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    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "empirical_evidence": "NO"
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    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "path": "AI_SW_ENG/chapters_verbose/chapter07/chapter07_part2.tex",
    "proposal": "Revisionare i tre pattern con limiti e risk allocation",
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    "boundary": "Ogni pattern è ora riconciliato individualmente nel repertorio delle 87 voci.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "proposal": "Separare pratica didattica e risultati misurati",
    "destination": "5, 10, 11",
    "boundary": "Ogni pattern è ora riconciliato individualmente nel repertorio delle 87 voci.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "volume": "V01",
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    "path": "AI_SW_ENG/chapters_verbose/chapter07/chapter07_part4.tex",
    "proposal": "Raffinare policy, enablement, misura e costo",
    "destination": "2, 6, 11, 12",
    "boundary": "Ogni pattern è ora riconciliato individualmente nel repertorio delle 87 voci.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "title": "Pattern Recap: Quick Reference Guide",
    "path": "AI_SW_ENG/chapters_verbose/chapter07/chapter07_part5.tex",
    "proposal": "Indice unico di tutta la serie, non solo 18 pattern",
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    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "title": "Antipatterns: What Not to Do",
    "path": "AI_SW_ENG/chapters_verbose/chapter07/chapter07_antipatterns.tex",
    "proposal": "Conservare segnali e risposte, non frequenze universali",
    "destination": "Capitoli pertinenti e C",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "volume": "V01",
    "title": "Tools \\& Practices",
    "path": "AI_SW_ENG/chapters_verbose/chapter10_v1.tex",
    "proposal": "Recuperare struttura di scelta, non l'intero catalogo",
    "destination": "3, 11; companion",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "path": "AI_SW_ENG/chapters_verbose/chapter10/01_maturity_levels.tex",
    "proposal": "Sostituire etichette universali con prova contestuale",
    "destination": "2, 11",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "empirical_evidence": "NO"
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    "title": "Getting Started: Choosing Your Primary Tool",
    "path": "AI_SW_ENG/chapters_verbose/chapter10/02_choosing_tools.tex",
    "proposal": "Trasformare in criteri stabili; dettagli volatili fuori corpo",
    "destination": "3, 6, 12; companion",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "empirical_evidence": "NO"
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    "volume": "V01",
    "title": "Static Context Engineering: Teaching AI About Your Project",
    "path": "AI_SW_ENG/chapters_verbose/chapter10/03_static_context.tex",
    "proposal": "Distinguere istruzioni da conoscenza accettata",
    "destination": "9; pacchetto minimo anticipato in 3",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "empirical_evidence": "NO"
  },
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    "volume": "V01",
    "title": "Dynamic Context Engineering: Real-Time Information",
    "path": "AI_SW_ENG/chapters_verbose/chapter10/04_dynamic_context.tex",
    "proposal": "Integrare fonti recuperate e validità",
    "destination": "9",
    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "original_chapters": "C:C06;C:C09",
    "empirical_evidence": "NO"
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    "volume": "V01",
    "title": "Context Flow Control: Managing Complex Sessions",
    "path": "AI_SW_ENG/chapters_verbose/chapter10/05_context_flow.tex",
    "proposal": "Integrare handoff e ripresa dopo cambiamento",
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    "boundary": "Riuso proposto dalla prima edizione; revisione di claim e non duplicazione con NDSSD/agent/loop da confermare in F1.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "title": "From Single Agent to Multi-Agent Workflows",
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    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "proposal": "Riuso selettivo come viste",
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    "boundary": "Non importare un secondo caso completo o script non eseguiti.",
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    "title": "Playbook Quick Reference",
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    "title": "Introduzioni alle parti — SDD, seconda edizione",
    "path": "AI_SDD_ENG_V2/main.tex",
    "proposal": "Raccordo di serie",
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    "boundary": "Nessuna riscrittura dei wrapper dei volumi originali.",
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    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "title": "The Shift",
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    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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    "boundary": "Hackathon e cifre di costo restano resoconti, non ROI.",
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    "title": "Complete Implementation Guide",
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    "title": "Tool Reference",
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    "boundary": "Cataloghi prodotti fuori corpo; niente spec aggiornate dedotte dal libro.",
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    "title": "Troubleshooting and Debugging",
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    "destination": "C03.3;T06",
    "boundary": "Troubleshooting basato su sintomo; evitare retry cieco.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
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  },
  {
    "id": "B100",
    "volume": "V04",
    "title": "Ralph Loops with VS Code and GitHub Copilot",
    "path": "ai-auto_eng/AI_AUTO_ENG/appendices/appendix_d_copilot.tex",
    "proposal": "Rinvio alla variante editor-native",
    "destination": "C03.1;T07",
    "boundary": "Non aggiornare setup VS Code/Copilot nel piano.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "7e0010a74aa385fc08a8e847aac932a2d656978a938a3cfc4a013b55afb63728",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
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    "original_chapters": "C:C03;C:C06",
    "empirical_evidence": "NO"
  },
  {
    "id": "B101",
    "volume": "V04",
    "title": "References and Sources",
    "path": "ai-auto_eng/AI_AUTO_ENG/bibliography.tex",
    "proposal": "Risoluzione delle fonti riusate",
    "destination": "T03;T13",
    "boundary": "Conservare autore originario e data, verificare solo claim selezionati.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "a86fb72afc5f33dca04aec60b1a12a9d687dda31e73fd6cdf499a414e093aed1",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:Engineering structure",
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    "original_chapters": "C:C01;C:C03",
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  },
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    "id": "B102",
    "volume": "V05",
    "title": "Avvertenze editoriali e limiti della guida",
    "path": "NDLE/frontmatter.tex",
    "proposal": "Allineare dichiarazioni di ambito",
    "destination": "T05;T13",
    "boundary": "Nessuna modifica agli originali o loro avvertenze.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "a92fea666811437893828facf85543449e9c4e434d2e078ef86531a0c842dca7",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:Engineering structure",
    "original_topics": "K:Developer workflow and adoption;K:Human-agent collaboration",
    "original_chapters": "C:C01",
    "empirical_evidence": "NO"
  },
  {
    "id": "B103",
    "volume": "V05",
    "title": "Summary",
    "path": "NDLE/summary_v2.tex",
    "proposal": "Raccordo e percorsi di lettura",
    "destination": "T05;T07",
    "boundary": "Sintesi non evidenza ulteriore.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "a2c61f272e6afb5d3f3efedf51856604bedc834f0de2235d548ae7ee89749539",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:What agents can do",
    "original_topics": "K:Long-running agent execution;K:Agent failure and escalation;K:Independent verification and oracles;K:Specifications and governance;K:Ownership and knowledge transfer;K:Economic costs and return;K:Output versus shipped value",
    "original_chapters": "C:C01;C:C03;C:C11;C:C12",
    "empirical_evidence": "NO"
  },
  {
    "id": "B104",
    "volume": "V05",
    "title": "Non-Deterministic Loop Engineering: A Critical Assessment",
    "path": "NDLE/new_chapters/chapter01_foundations.tex",
    "proposal": "Integrare fondazione e controllo minimo",
    "destination": "C01.1;C07.2;C09.1;C12.2",
    "boundary": "Critica della complessità e worker/checker esplicita; no leggi universali.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "bc900422e5a5ba75bc505fe8bc5cb5062604be18ffbad112f277c8367bd2f7d8",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:What agents can do",
    "original_topics": "K:Long-running agent execution;K:Agent failure and escalation;K:Independent verification and oracles;K:AI as reviewer;K:Automation bias and trust;K:Specifications and governance;K:Ownership and knowledge transfer;K:Agent context and persistent memory;K:System understanding and rationale;K:Dependencies and agent supply chain",
    "original_chapters": "C:C03;C:C07;C:C09;C:C11",
    "empirical_evidence": "NO"
  },
  {
    "id": "B105",
    "volume": "V05",
    "title": "The Organization Becomes a Loop",
    "path": "NDLE/new_chapters/chapter02_organization.tex",
    "proposal": "Integrare organizzazione",
    "destination": "C11.1;C11.3;C12.4",
    "boundary": "Le leggi organizzative diventano ipotesi/meccanismi contestuali.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "b8127eb334612ffa241bb6590f32fb0ac494bb4270e54bd9bd4f9ab6391f1f12",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:Engineering structure",
    "original_topics": "K:Specifications and governance;K:Ownership and knowledge transfer;K:Employment and early-career roles;K:Agent context and persistent memory;K:System understanding and rationale;K:Review capacity and maintainers;K:AI as reviewer;K:Automation bias and trust",
    "original_chapters": "C:C08;C:C09;C:C10;C:C11",
    "empirical_evidence": "NO"
  },
  {
    "id": "B106",
    "volume": "V05",
    "title": "The Economics of Loop Engineering",
    "path": "NDLE/new_chapters/chapter03_economics.tex",
    "proposal": "Integrare economia e costi",
    "destination": "C02.1;C12.1;C12.2;C12.3",
    "boundary": "Modello non calibrato con dati sintetici presentati come pilot.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "056669d326018cda56fff9a98d80302704953af32d4cbacf92673f89ad13d180",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:Economics",
    "original_topics": "K:Economic costs and return;K:Output versus shipped value;K:Evaluation methodology and baselines;K:Controlled productivity evidence;K:Employment and early-career roles;K:Ownership and knowledge transfer",
    "original_chapters": "C:C02;C:C11;C:C12",
    "empirical_evidence": "NO"
  },
  {
    "id": "B107",
    "volume": "V05",
    "title": "The Ralph Loop: Persistent Progress Through Fresh Context",
    "path": "NDLE/new_chapters/chapter04_ralph_loop.tex",
    "proposal": "Riconciliare varianti del loop",
    "destination": "C03.2;C09.2",
    "boundary": "Tre varianti implementative; invarianti e autorità sopra il driver.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "aa58f0631ba2700b7664babd919b1e842cf17557b9d86fd374bab6fac5fc0636",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:What agents can do",
    "original_topics": "K:Long-running agent execution;K:Agent failure and escalation;K:Independent verification and oracles;K:Agent context and persistent memory;K:System understanding and rationale;K:Prompt injection and malicious tools;K:Vulnerability and secure code;K:Architecture and modularity;K:Technical debt and complexity",
    "original_chapters": "C:C03;C:C05;C:C06;C:C07;C:C09",
    "empirical_evidence": "NO"
  },
  {
    "id": "B108",
    "volume": "V05",
    "title": "Building a Full Local AI Loop",
    "path": "NDLE/new_chapters/chapter05_local_ai_loop.tex",
    "proposal": "Principi nel corpo, setup in rinvio",
    "destination": "C06.3;C09.4;C12.3;T06",
    "boundary": "Energia/TCO e runtime; doppio titolo segnalato, non corretto qui.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "702b6ef3084dd35d95c15d7a44021b61a3ef7c556325541e0e433c983a7b9cb2",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:Economics",
    "original_topics": "K:Economic costs and return;K:Dependencies and agent supply chain;K:Long-running agent execution;K:Prompt injection and malicious tools;K:Vulnerability and secure code;K:Independent verification and oracles;K:Evaluation methodology and baselines;K:Agent context and persistent memory;K:System understanding and rationale;K:Output versus shipped value",
    "original_chapters": "C:C03;C:C06;C:C07;C:C09;C:C12",
    "empirical_evidence": "NO"
  },
  {
    "id": "B109",
    "volume": "V05",
    "title": "Choosing the Right Loop",
    "path": "NDLE/new_chapters/chapter06_choosing_the_right_loop.tex",
    "proposal": "Selezione/composizione come asse trasversale",
    "destination": "T02;C01.3;C03.3;C07.2;C11.2;C12.2",
    "boundary": "17 tecniche della tabella inventariate; numeri del corso non importati come effetti generali. Caso customer support solo rinvio.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "a061daf1e97a16c322a46cf9724dd0d92531718b57a038decdf521c6103f68b9",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:Verification & review",
    "original_topics": "K:Independent verification and oracles;K:Evaluation methodology and baselines;K:Agent failure and escalation;K:Human-agent collaboration;K:Review capacity and maintainers;K:Long-running agent execution;K:Economic costs and return;K:Output versus shipped value",
    "original_chapters": "C:C03;C:C07;C:C08;C:C11;C:C12",
    "empirical_evidence": "NO"
  },
  {
    "id": "B110",
    "volume": "V05",
    "title": "References — 85 voci bibliografiche",
    "path": "NDLE/references.tex",
    "proposal": "Audit delle sole fonti usate",
    "destination": "T03;T13",
    "boundary": "85 voci sono apparato bibliografico, non 85 nuove evidenze indipendenti.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "0f40753fccc8f143d768071a179a417deeeaa4afeb0698917b4ecd3e08987692",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:What agents can do",
    "original_topics": "K:Long-running agent execution;K:Agent failure and escalation;K:Independent verification and oracles;K:Specifications and governance;K:Ownership and knowledge transfer;K:Economic costs and return;K:Output versus shipped value",
    "original_chapters": "C:C03;C:C11;C:C12",
    "empirical_evidence": "NO"
  },
  {
    "id": "B111",
    "volume": "V05",
    "title": "Glossary",
    "path": "NDLE/glossary.tex",
    "proposal": "Armonizzare i termini selezionati",
    "destination": "T05",
    "boundary": "Glossario unico, differenze storiche conservate come alias.",
    "review_depth": "Original bytes matched to prior card; this is a reuse disposition, not full source-claim verification.",
    "source_hash": "39dbffdfcbff6363995d8c818eeaefeae1014ac01c26f98c3b5ab99f05ba86ef",
    "status": "DOCUMENT_DISPOSITION_RECORDED",
    "original_stream": "T:What agents can do",
    "original_topics": "K:Long-running agent execution;K:Agent failure and escalation;K:Independent verification and oracles;K:Evaluation methodology and baselines;K:Agent context and persistent memory;K:System understanding and rationale",
    "original_chapters": "C:C03;C:C07;C:C09",
    "empirical_evidence": "NO"
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]