Home / Source Ledger Source & Verification Ledger Every entry shows who published the source, what kind of evidence it is, when KyenAI last checked it, when editorial review is due, and which guide or article relies on it. A review-due label is a maintenance signal—not a claim that the underlying source is false.
Evidence coverage
One ledger for guides and articles Product documentation is scheduled for review every 14 days; announcements and independent reporting every 30 days; standards, research, and primary records every 90 days.
Sources 70
Publishers 21
Guides covered 18
Articles covered 12
Review due 16
Superseded 0 How to read the ledger High confidence means an official publisher, primary record, or standards body owns the source. Medium confidence marks independent reporting or preprint research that still needs direct attribution. “Last checked” uses a source-level verification date when one is recorded; older entries fall back to the substantive update date of the page using the source. “Next review” is KyenAI’s editorial schedule, not the source’s expiration date. A source remains visible if it is later superseded so readers can audit historical claims.
Anthropic Review due
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jun 26, 2026
Next review Jul 10, 2026
Cadence 14 days
Superseded No record Anthropic Review due
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jun 26, 2026
Next review Jul 10, 2026
Cadence 14 days
Superseded No record GitHub Review due
Source type Official announcement
Confidence High
Published Jun 2, 2026
Last checked Jun 18, 2026
Next review Jul 18, 2026
Cadence 30 days
Superseded No record GitHub Review due
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jun 18, 2026
Next review Jul 18, 2026
Cadence 30 days
Superseded No record Microsoft Review due
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jun 18, 2026
Next review Jul 2, 2026
Cadence 14 days
Superseded No record Anthropic Review due
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jun 14, 2026
Next review Jun 28, 2026
Cadence 14 days
Superseded No record Google Review due
Source type Official documentation
Confidence High
Published May 19, 2026
Last checked Jun 14, 2026
Next review Jun 28, 2026
Cadence 14 days
Superseded No record Google Review due
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jun 14, 2026
Next review Jun 28, 2026
Cadence 14 days
Superseded No record GitHub Review due
Source type Official announcement
Confidence High
Published Jun 2, 2026
Last checked Jun 6, 2026
Next review Jul 6, 2026
Cadence 30 days
Superseded No record JetBrains Review due
Source type Official announcement
Confidence High
Published Jan 28, 2026
Last checked Jun 6, 2026
Next review Jul 6, 2026
Cadence 30 days
Superseded No record Microsoft Review due
Source type Official documentation
Confidence High
Published Jun 23, 2025
Last checked Jun 6, 2026
Next review Jun 20, 2026
Cadence 14 days
Superseded No record Anthropic Review due
Source type Official announcement
Confidence High
Published May 28, 2026
Last checked Jun 4, 2026
Next review Jul 4, 2026
Cadence 30 days
Superseded No record GitHub Review due
Source type Official documentation
Confidence High
Published Jun 2, 2026
Last checked Jun 4, 2026
Next review Jun 18, 2026
Cadence 14 days
Superseded No record GitHub Review due
Source type Official announcement
Confidence High
Published Jun 3, 2026
Last checked Jun 4, 2026
Next review Jul 4, 2026
Cadence 30 days
Superseded No record OpenAI Review due
Source type Official announcement
Confidence High
Published Jun 2, 2026
Last checked Jun 4, 2026
Next review Jul 4, 2026
Cadence 30 days
Superseded No record OpenAI Review due
Source type Official announcement
Confidence High
Published Feb 5, 2026
Last checked Jun 3, 2026
Next review Jul 3, 2026
Cadence 30 days
Superseded No record Addy Osmani Current
Source type Independent reporting
Confidence Medium
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record AGENTS.md Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record Aider Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Anthropic Current
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record Anthropic Current
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record Used by Codex vs Claude Code Guide · checked Jul 19, 2026 Official note on Claude Code surfaces, checkpoints, subagents, hooks, and background work. Anthropic Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Used by Codex vs Claude Code Guide · checked Jul 19, 2026 Official reference for permission flags, headless runs, session continuation, and MCP configuration. Anthropic Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Used by AI Coding Agents Comparison: Codex, Claude Code, Cursor, and Copilot Guide · checked Jul 19, 2026 Official CLAUDE.md memory locations, scope, and project instruction behavior. AGENTS.md vs CLAUDE.md vs Copilot Instructions: Which File Should You Use? Guide · checked Jul 14, 2026 Documents CLAUDE.md loading, scoped project memory, imports such as @AGENTS.md, and symlink options. Does GitHub Copilot Read CLAUDE.md? Support Matrix by Surface Guide · checked Jul 14, 2026 Official CLAUDE.md project memory behavior for Claude Code. Anthropic Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Anthropic Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Used by AI Coding Agents Comparison: Codex, Claude Code, Cursor, and Copilot Guide · checked Jul 19, 2026 Official overview of Claude Code surfaces, repository work, integrations, and automation paths. 7 Claude Code Alternatives for Different Coding Workflows Guide · checked Jul 19, 2026 Official baseline for Claude Code surfaces, repository workflows, integrations, and administration paths. Codex vs Claude Code Guide · checked Jul 19, 2026 Official Claude Code workflow overview. Anthropic Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Anthropic Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record arXiv Current
Source type Research paper or preprint
Confidence Medium
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record arXiv Current
Source type Research paper or preprint
Confidence Medium
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record Used by AGENTS.md Template for Codex and Monorepos Guide · checked Jul 19, 2026 2026 preprint comparing no context, model-generated context, and developer-written context across coding-agent tasks; reports higher cost and recommends minimal repository-specific guidance. arXiv Current
Source type Research paper or preprint
Confidence Medium
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record Used by What Is Loop Engineering for AI Coding Agents? Guide · checked Jul 19, 2026 July 2026 preprint proposing fresh, source-state-bound evidence gates for lifecycle transitions; proof is operational rather than semantic correctness, and the evaluation states material limits. arXiv Current
Source type Research paper or preprint
Confidence Medium
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record Used by What Is Loop Engineering for AI Coding Agents? Guide · checked Jul 19, 2026 June 2026 preprint defining bounded loop specifications with verification, stopping rules, memory, and named terminal states, based partly on a descriptive 50-loop corpus. Axios Current
Source type Independent reporting
Confidence Medium
Published Jun 16, 2026
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record Cline Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Cursor Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Used by AI Coding Agents Comparison: Codex, Claude Code, Cursor, and Copilot Guide · checked Jul 19, 2026 Official isolated-VM workflow, supported source-control providers, parallel agents, environments, network controls, MCP, hooks, and billing notes. 7 Claude Code Alternatives for Different Coding Workflows Guide · checked Jul 19, 2026 Official remote Cloud Agent workflow and current terminology for the feature formerly called Background Agents. Cursor Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Cursor Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Cursor Current
Source type Official announcement
Confidence High
Published Jul 8, 2026
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record Financial Times Current
Source type Independent reporting
Confidence Medium
Published Jun 16, 2026
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record GitHub Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Used by AI Coding Agents Comparison: Codex, Claude Code, Cursor, and Copilot Guide · checked Jul 19, 2026 Official CLI capabilities, permissions, plan mode, custom agents, skills, hooks, MCP, and instruction guidance. 7 Claude Code Alternatives for Different Coding Workflows Guide · checked Jul 19, 2026 Official CLI, plan mode, tools, permissions, custom agents, skills, hooks, MCP, and GitHub workflow reference. Codex vs GitHub Copilot: Which Coding Agent Fits Your Team? Guide · checked Jul 19, 2026 Official CLI capabilities, permissions, plan mode, custom agents, skills, hooks, MCP, and instruction guidance. GitHub Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record GitHub Current
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record GitHub Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Used by AI Coding Agents Comparison: Codex, Claude Code, Cursor, and Copilot Guide · checked Jul 19, 2026 Official instruction support matrix across GitHub, IDE, cloud-agent, code-review, and CLI surfaces. Codex vs GitHub Copilot: Which Coding Agent Fits Your Team? Guide · checked Jul 19, 2026 Official instruction-file support matrix across GitHub, IDE, cloud agent, review, and CLI surfaces. AGENTS.md vs CLAUDE.md vs Copilot Instructions: Which File Should You Use? Guide · checked Jul 14, 2026 Lists instruction-file support by Copilot surface, including surface-specific CLAUDE.md support. Does GitHub Copilot Read CLAUDE.md? Support Matrix by Surface Guide · checked Jul 14, 2026 Official matrix for which Copilot surfaces support which instruction files. GitHub Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record GitHub Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record GitHub Current
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record GitHub Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record GitHub Current
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record Google Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Kilo Current
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record MCP Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record MCP Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record MCP Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record MCP Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record Used by MCP Server Not Showing Tools? Diagnose tools/list in 8 Checks Guide · checked Jul 19, 2026 Official client-independent tool for inspecting server connections, capabilities, tools, schemas, calls, and notifications. MCP Server Security Checklist: 25 Controls for AI Agents Guide · checked Jul 19, 2026 Official interactive workflow for validating resources, prompts, tools, notifications, and protocol exchanges. MCP Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record MCP Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record OpenAI Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record OpenAI Current
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record Used by AI Coding Agents Comparison: Codex, Claude Code, Cursor, and Copilot Guide · checked Jul 19, 2026 Official Codex app description covering threads, worktrees, skills, automations, sandboxing, and cross-surface work. 7 Claude Code Alternatives for Different Coding Workflows Guide · checked Jul 19, 2026 Official Codex app description covering threads, worktrees, skills, automations, sandboxing, and cross-surface work. Codex vs Claude Code Guide · checked Jul 19, 2026 Official reference for Codex app surfaces, parallel agent threads, worktrees, sandboxing, and availability. Codex vs GitHub Copilot: Which Coding Agent Fits Your Team? Guide · checked Jul 19, 2026 Official description of Codex app threads, worktrees, skills, automations, sandboxing, surfaces, and plan access. OpenAI Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Used by AGENTS.md Template for Codex and Monorepos Guide · checked Jul 19, 2026 Official AGENTS.md behavior and precedence reference. AI Coding Agents Comparison: Codex, Claude Code, Cursor, and Copilot Guide · checked Jul 19, 2026 Official root and nested repository-instruction discovery and precedence guidance. Codex vs Claude Code Guide · checked Jul 19, 2026 Official repository guidance for AGENTS.md behavior. Codex vs GitHub Copilot: Which Coding Agent Fits Your Team? Guide · checked Jul 19, 2026 Official Codex repository instruction discovery and scoped precedence guidance. AGENTS.md Examples for Codex: Node.js, Python and Monorepos Guide · checked Jul 14, 2026 Official Codex guidance for AGENTS.md scope, precedence, and repository instructions. AGENTS.md vs CLAUDE.md vs Copilot Instructions: Which File Should You Use? Guide · checked Jul 14, 2026 Documents Codex instruction discovery, precedence, scope, and fallback filenames. OpenCode Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 2, 2026
Cadence 14 days
Superseded No record Reuters Current
Source type Independent reporting
Confidence Medium
Published Jun 16, 2026
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record SEC Current
Source type Primary filing or record
Confidence High
Published Jun 16, 2026
Last checked Jul 19, 2026
Next review Oct 17, 2026
Cadence 90 days
Superseded No record Tom's Guide Current
Source type Independent reporting
Confidence Medium
Published Not recorded
Last checked Jul 19, 2026
Next review Aug 18, 2026
Cadence 30 days
Superseded No record Used by Codex vs Claude Code Guide · checked Jul 19, 2026 Public practical app-building comparison used as an external example, not KyenAI benchmark data. Cursor Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 14, 2026
Next review Jul 28, 2026
Cadence 14 days
Superseded No record Cursor Current
Source type Official documentation
Confidence High
Published Not recorded
Last checked Jul 14, 2026
Next review Jul 28, 2026
Cadence 14 days
Superseded No record Cursor Current
Source type Official documentation
Confidence High
Published Jun 9, 2026
Last checked Jul 14, 2026
Next review Jul 28, 2026
Cadence 14 days
Superseded No record Cursor Current
Source type Official announcement
Confidence High
Published Jun 3, 2026
Last checked Jul 14, 2026
Next review Aug 13, 2026
Cadence 30 days
Superseded No record Cursor Current
Source type Official documentation
Confidence High
Published Apr 24, 2026
Last checked Jul 14, 2026
Next review Jul 28, 2026
Cadence 14 days
Superseded No record GitHub Current
Source type Official announcement
Confidence High
Published Not recorded
Last checked Jul 14, 2026
Next review Aug 13, 2026
Cadence 30 days
Superseded No record MCP Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jun 26, 2026
Next review Sep 24, 2026
Cadence 90 days
Superseded No record OWASP Current
Source type Standards or methodology
Confidence High
Published Not recorded
Last checked Jun 18, 2026
Next review Sep 16, 2026
Cadence 90 days
Superseded No record