# Research Brief ## Executive Summary Draft brief: # Research Brief ## Executive Summary Research scout data: {"run_id":"run-research-scout-1773955570430-3f3d4aec","agent_id":"research-scout","started_at":"2026-03-19T21:26:10.43+00:00","completed_at":"2026-03-19T21:26:12.493+00:00","verdict":"PASS","inputs":[{"label":"Model","value":"nousresearch/hermes-3-llama-3.1-405b:free"},{"label":"Contract","value":"research-scout-v1"}],"outputs":[{"type":"research_note","label":"Research Note","title":"Agentic Governance Research Note","body_md":"# Research Note\n\n## Executive Summary\nSurvey findings: [{\"topic\":\"Agentic IDEs and developer tools latest developments 2026\",\"findings\":[{\"title\":\"Claude Code Overview\",\"url\":\"https://docs.anthropic.com/en/docs/claude-code/overview\",\"snippet\":\"Agentic coding systems are converging on operator-facing execution environments instead of simple chat shells.\"}]},{\"topic\":\"AI verification and formal methods latest developments 2026\",\"findings\":[{\"title\":\"NIST AI Risk Management Framework\",\"url\":\"https://www.nist.gov/itl/ai-risk-management-framework\",\"snippet\":\"NIST AI RMF frames governable controls, monitoring, and documented risk handling for deployed AI systems.\"}]},{\"topic\":\"Supply chain security latest developments 2026\",\"findings\":[{\"title\":\"SLSA Supply-chain Levels for Software Artifacts\",\"url\":\"https://slsa.dev/\",\"snippet\":\"SLSA formalizes provenance, build integrity, and tamper-evident release practices for software systems.\"},{\"title\":\"OWASP Top 10 for LLM Applications\",\"url\":\"https://genai.owasp.org/\",\"snippet\":\"OWASP catalogs prompt injection, insecure tool use, and data leakage as core risks in LLM-based systems.\"}]}] Citations: [{\"claim\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"sourceHash\":\"fallback:3\"},{\"claim\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"Sec\n\n## Key Signals\n- Survey findings: [{\"topic\":\"Agentic IDEs and developer tools latest developments 2026\",\"findings\":[{\"title\":\"Claude Code Overview\",\"url\":\"https://docs.anthropic.com/en/docs/claude-code/overview\",\"snippet\":\"Agentic coding systems are converging on operator-facing execution environments instead of simple chat shells.\"}]},{\"topic\":\"AI verification and formal methods latest developments 2026\",\"findings\":[{\"title\":\"NIST AI Risk Management Framework\",\"url\":\"https://www.nist.gov/itl/ai-risk-management-framework\",\"snippet\":\"NIST AI RMF frames governable controls, monitoring, and documented risk handling for deployed AI systems.\"}]},{\"topic\":\"Supply chain security latest developments 2026\",\"findings\":[{\"title\":\"SLSA Supply-chain Levels for Software Artifacts\",\"url\":\"https://slsa.dev/\",\"snippet\":\"SLSA formalizes provenance, build integrity, and tamper-evident release practices for software systems.\"},{\"title\":\"OWASP Top 10 for LLM Applications\",\"url\":\"https://genai.owasp.org/\",\"snippet\":\"OWASP catalogs prompt injection, insecure tool use, and data leakage as core risks in LLM-based systems.\"}]}] Citations: [{\"claim\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"sourceHash\":\"fallback:3\"},{\"claim\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"Sec\n\n## Operational Note\nThis report was generated via deterministic fallback logic after an external completion dependency was unavailable. ## Key Signals - Draft brief: # Research Brief ## Executive Summary Research scout data: {"run_id":"run-research-scout-1773955570430-3f3d4aec","agent_id":"research-scout","started_at":"2026-03-19T21:26:10.43+00:00","completed_at":"2026-03-19T21:26:12.493+00:00","verdict":"PASS","inputs":[{"label":"Model","value":"nousresearch/hermes-3-llama-3.1-405b:free"},{"label":"Contract","value":"research-scout-v1"}],"outputs":[{"type":"research_note","label":"Research Note","title":"Agentic Governance Research Note","body_md":"# Research Note\n\n## Executive Summary\nSurvey findings: [{\"topic\":\"Agentic IDEs and developer tools latest developments 2026\",\"findings\":[{\"title\":\"Claude Code Overview\",\"url\":\"https://docs.anthropic.com/en/docs/claude-code/overview\",\"snippet\":\"Agentic coding systems are converging on operator-facing execution environments instead of simple chat shells.\"}]},{\"topic\":\"AI verification and formal methods latest developments 2026\",\"findings\":[{\"title\":\"NIST AI Risk Management Framework\",\"url\":\"https://www.nist.gov/itl/ai-risk-management-framework\",\"snippet\":\"NIST AI RMF frames governable controls, monitoring, and documented risk handling for deployed AI systems.\"}]},{\"topic\":\"Supply chain security latest developments 2026\",\"findings\":[{\"title\":\"SLSA Supply-chain Levels for Software Artifacts\",\"url\":\"https://slsa.dev/\",\"snippet\":\"SLSA formalizes provenance, build integrity, and tamper-evident release practices for software systems.\"},{\"title\":\"OWASP Top 10 for LLM Applications\",\"url\":\"https://genai.owasp.org/\",\"snippet\":\"OWASP catalogs prompt injection, insecure tool use, and data leakage as core risks in LLM-based systems.\"}]}] Citations: [{\"claim\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"sourceHash\":\"fallback:3\"},{\"claim\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"Sec\n\n## Key Signals\n- Survey findings: [{\"topic\":\"Agentic IDEs and developer tools latest developments 2026\",\"findings\":[{\"title\":\"Claude Code Overview\",\"url\":\"https://docs.anthropic.com/en/docs/claude-code/overview\",\"snippet\":\"Agentic coding systems are converging on operator-facing execution environments instead of simple chat shells.\"}]},{\"topic\":\"AI verification and formal methods latest developments 2026\",\"findings\":[{\"title\":\"NIST AI Risk Management Framework\",\"url\":\"https://www.nist.gov/itl/ai-risk-management-framework\",\"snippet\":\"NIST AI RMF frames governable controls, monitoring, and documented risk handling for deployed AI systems.\"}]},{\"topic\":\"Supply chain security latest developments 2026\",\"findings\":[{\"title\":\"SLSA Supply-chain Levels for Software Artifacts\",\"url\":\"https://slsa.dev/\",\"snippet\":\"SLSA formalizes provenance, build integrity, and tamper-evident release practices for software systems.\"},{\"title\":\"OWASP Top 10 for LLM Applications\",\"url\":\"https://genai.owasp.org/\",\"snippet\":\"OWASP catalogs prompt injection, insecure tool use, and data leakage as core risks in LLM-based systems.\"}]}] Citations: [{\"claim\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"sourceHash\":\"fallback:3\"},{\"claim\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"Sec\n\n## Operational Note\nThis report was generated via deterministic fallback logic after an external completion dependency was unavailable. - ## Key Signals - Research scout data: {"run_id":"run-research-scout-1773955570430-3f3d4aec","agent_id":"research-scout","started_at":"2026-03-19T21:26:10.43+00:00","completed_at":"2026-03-19T21:26:12.493+00:00","verdict":"PASS","inputs":[{"label":"Model","value":"nousresearch/hermes-3-llama-3.1-405b:free"},{"label":"Contract","value":"research-scout-v1"}],"outputs":[{"type":"research_note","label":"Research Note","title":"Agentic Governance Research Note","body_md":"# Research Note\n\n## Executive Summary\nSurvey findings: [{\"topic\":\"Agentic IDEs and developer tools latest developments 2026\",\"findings\":[{\"title\":\"Claude Code Overview\",\"url\":\"https://docs.anthropic.com/en/docs/claude-code/overview\",\"snippet\":\"Agentic coding systems are converging on operator-facing execution environments instead of simple chat shells.\"}]},{\"topic\":\"AI verification and formal methods latest developments 2026\",\"findings\":[{\"title\":\"NIST AI Risk Management Framework\",\"url\":\"https://www.nist.gov/itl/ai-risk-management-framework\",\"snippet\":\"NIST AI RMF frames governable controls, monitoring, and documented risk handling for deployed AI systems.\"}]},{\"topic\":\"Supply chain security latest developments 2026\",\"findings\":[{\"title\":\"SLSA Supply-chain Levels for Software Artifacts\",\"url\":\"https://slsa.dev/\",\"snippet\":\"SLSA formalizes provenance, build integrity, and tamper-evident release practices for software systems.\"},{\"title\":\"OWASP Top 10 for LLM Applications\",\"url\":\"https://genai.owasp.org/\",\"snippet\":\"OWASP catalogs prompt injection, insecure tool use, and data leakage as core risks in LLM-based systems.\"}]}] Citations: [{\"claim\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"sourceHash\":\"fallback:3\"},{\"claim\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"Sec\n\n## Key Signals\n- Survey findings: [{\"topic\":\"Agentic IDEs and developer tools latest developments 2026\",\"findings\":[{\"title\":\"Claude Code Overview\",\"url\":\"https://docs.anthropic.com/en/docs/claude-code/overview\",\"snippet\":\"Agentic coding systems are converging on operator-facing execution environments instead of simple chat shells.\"}]},{\"topic\":\"AI verification and formal methods latest developments 2026\",\"findings\":[{\"title\":\"NIST AI Risk Management Framework\",\"url\":\"https://www.nist.gov/itl/ai-risk-management-framework\",\"snippet\":\"NIST AI RMF frames governable controls, monitoring, and documented risk handling for deployed AI systems.\"}]},{\"topic\":\"Supply chain security latest developments 2026\",\"findings\":[{\"title\":\"SLSA Supply-chain Levels for Software Artifacts\",\"url\":\"https://slsa.dev/\",\"snippet\":\"SLSA formalizes provenance, build integrity, and tamper-evident release practices for software systems.\"},{\"title\":\"OWASP Top 10 for LLM Applications\",\"url\":\"https://genai.owasp.org/\",\"snippet\":\"OWASP catalogs prompt injection, insecure tool use, and data leakage as core risks in LLM-based systems.\"}]}] Citations: [{\"claim\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Navigation Getting started Claude Code overview Getting started Build with Claude Code Deployment Administration Configuration Reference Resources Getting started Overview Quickstart Changelog Core concepts How Claude Code works Extend Claude Code Store instructions and memories Common workflows Best practices Platforms and integrations Remote Control Claude Code on the web Claude Code on desktop Chrome extension (beta) Visual Studio Code JetBrains IDEs Code review & CI/CD Claude Code in Slack On this page Get started What you can do Use Claude Code everywhere Next steps Getting started Claude Code overview Copy page Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools.\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"Claude Code overview - Claude Code Docs Skip to main content Claude Code Docs home page English Search...\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"source\":\"Claude Code Overview\",\"excerpt\":\"⌘ K Ask AI Claude Developer Platform Claude Code on the Web Claude Code on the Web Search...\",\"sourceHash\":\"fallback:3\"},{\"claim\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"https://www.nist.gov/itl/ai-risk-management-framework Search NIST Menu Close Publications What We Do All Topics Advanced communications Artificial intelligence Bioscience Buildings and construction Chemistry Cybersecurity and Privacy Electronics Energy Environment Fire Forensic science Health Information technology Infrastructure Manufacturing Materials Mathematics and statistics Metrology Nanotechnology Neutron research Performance excellence Physics Public safety Quantum information science Resilience Standards Transportation Labs & Major\",\"sourceHash\":\"fallback:1\"},{\"claim\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"source\":\"NIST AI Risk Management Framework\",\"excerpt\":\"AI Risk Management Framework | NIST Skip to main content An official website of the United States government Here’s how you know Here’s how you know Official websites use .gov A .gov website belongs to an official government organization in the United States.\",\"sourceHash\":\"fallback:2\"},{\"claim\":\"Sec\n\n## Operational Note\nThis report was generated via deterministic fallback logic after an external completion dependency was unavailable. - - The output is still grounded in the run inputs and evidence chain.\n\n## HELM Relevance\nThe signals above inform governed execution, proof-bearing automation, and organizational runtime design for HELM and Mindburn Research Lab.","summary":"# Research Note\n\n## Executive Summary\nSurvey findings: [{\"topic\":\"Agentic IDEs and developer tools latest developments 2026\",\"findings\":[{\"title\":\"Claude Code Overview\",\"url\":\"https://docs.anthropic.com/en/docs/claude-code/overview\",\"snippet\":\"Agentic coding systems are converging on operator-facing execution environments instead of simple chat shells.\"}]},{\"topic\":\"AI verification and formal methods latest developments 2026\",\"findings\":[{\"title\":\"NIST AI Risk Management Framework\",\"url\":\"https:","abstract":"# Research Note ## Executive Summary Survey fin ## Operational Note This report was generated via deterministic fallback logic after an external completion dependency was unavailable. - The output is still grounded in the run inputs and evidence chain. - ## HELM Relevance The signals above inform governed execution, proof-bearing automation, and organizational runtime design for HELM and Mindburn Research Lab. ## Operational Note This report was generated via deterministic fallback logic after an external completion dependency was unavailable. The output is still grounded in the run inputs and evidence chain. ## HELM Relevance The signals above inform governed execution, proof-bearing automation, and organizational runtime design for HELM and Mindburn Research Lab.