Latest site update Jul 19, 2026 Evidence-firstCited sources visibleEditorial guardrails active

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Superseded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 A source remains visible if it is later superseded so readers can audit historical claims.

GitHubReview due

Cloud and local sandboxes for GitHub Copilot now in public preview

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Superseded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
Used by
GitHubReview due

GitHub Copilot coding agent

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Superseded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
Used by
AnthropicReview due

Claude Code subagents

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Superseded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
Used by
Addy OsmaniCurrent

Loop Engineering

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Superseded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
AGENTS.mdCurrent

AGENTS.md open format and supported-agent ecosystem

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Superseded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
AiderCurrent

Aider documentation

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
AnthropicCurrent

Claude Code autonomous workflow update

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 CodeGuide · checked Jul 19, 2026Official note on Claude Code surfaces, checkpoints, subagents, hooks, and background work.
AnthropicCurrent

Claude Code CLI reference

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 CodeGuide · checked Jul 19, 2026Official reference for permission flags, headless runs, session continuation, and MCP configuration.
AnthropicCurrent

Claude Code memory documentation

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
AnthropicCurrent

Claude Code overview

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
arXivCurrent

Configuration Smells in AGENTS.md Files

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
arXivCurrent

Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?

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 MonoreposGuide · checked Jul 19, 20262026 preprint comparing no context, model-generated context, and developer-written context across coding-agent tasks; reports higher cost and recommends minimal repository-specific guidance.
arXivCurrent

Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting

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, 2026June 2026 preprint defining bounded loop specifications with verification, stopping rules, memory, and named terminal states, based partly on a descriptive 50-loop corpus.
ClineCurrent

Cline overview

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
CursorCurrent

Cursor Cloud Agents

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
GitHubCurrent

About GitHub Copilot CLI

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
GitHubCurrent

GitHub Copilot custom instructions support matrix

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
GoogleCurrent

Gemini CLI

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
MCPCurrent

MCP Inspector

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
OpenAICurrent

Introducing the Codex app

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
OpenAICurrent

Use AGENTS.md with Codex

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
OpenCodeCurrent

OpenCode intro

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
Tom's GuideCurrent

Tom's Guide Codex vs Claude Code practical comparison

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 CodeGuide · checked Jul 19, 2026Public practical app-building comparison used as an external example, not KyenAI benchmark data.
CursorCurrent

Organizations for Cursor Enterprise

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
Used by
GitHubCurrent

Adding custom instructions for GitHub Copilot

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
Used by