Start
OpenClaw 2026
Measured stop, approval, destructive-action, and evidence behavior in a controlled run.
CAISI
Independent research and operating notes on AI agent governance.
CAISI / Role Paths
Start with the decision you need to defend
CAISI content is organized by evidence, but most readers arrive by responsibility. Use these paths to get the right report, operating notes, and next step without browsing the whole library.
AppSec
Control failure, proof, and review surfaces
AppSec usually needs to know whether an agentic system can change real state, whether the boundary actually holds, and what evidence survives review or incident reconstruction.
Then
How to Evaluate Agentic Control
Scenario, efficacy, proof, and pilot language for buyer-grade security review.
Next action
Approval and proof at the boundary
Translate the report into the approval and evidence questions AppSec should require.
CISO
Approval posture and governance proof
CISOs need a defensible answer to what is approved, what is unknown, what evidence exists, and what should be reported without overstating runtime certainty.
Start
AI Tool and Agent Sprawl 2026
Public-artifact evidence for visibility, approval opacity, and proof quality.
Then
The approval gap is a proof gap
Read the headline ratio as a governance signal, not a panic statistic.
Next action
From AI Pilots to Governed Adoption
Turn approval posture into sanctioned paths, standards, and staged rollout decisions.
Platform security
Standards before scale
Platform security owns the reusable controls: repo contracts, work-state orchestration, execution boundaries, validation, and proof packets that let autonomy scale without becoming opaque.
Start
AI Engineering Operating Notes
The framework path for repo contracts, orchestration, isolation, evaluation, and maturity.
Then
What platform teams must standardize
The standards layer before AI delivery workflows can widen responsibly.
Next action
Policy Before Action
Use the implementation context for runtime policy, signed traces, and CI regressions.