Change intelligence

Decision-relevant change feed

APPROVAL_CHANGE

Project Perception documents human sign-off for every high-impact action, with defender-set objectives and guardrails.

2026-08-27

AUTHORIZATIONOPERATIONSRISK

ARCHITECTURE_CHANGE

Project Perception documents a red/blue/green multi-agent architecture coordinated by orchestrated workflows and an orchestration harness.

2026-08-27

ARCHITECTUREEVALUATIONRISK

AUTONOMY_FACET_CHANGE

Project Perception assigns work execution to agents while reserving judgment to humans.

2026-08-27

AUTHORIZATIONEVALUATIONRISK

AVAILABILITY_LIFECYCLE_CHANGE

Project Perception is in preview, initially delivered through Microsoft Defender, with broader Microsoft Security expansion planned.

2026-08-27

DEPLOYMENTEVALUATIONPROCUREMENT

CAPABILITY_ADDITION

Codename MDASH is a private-preview agentic code scanner that surfaces code-level weaknesses across connected repositories.

2026-08-27

ARCHITECTUREEVALUATIONPROCUREMENT

CONTROL_CHANGE

MDASH uses AI confidence and severity for triage while directing uncertain high-severity findings to human investigation before action.

2026-08-27

AUTHORIZATIONEVALUATIONRISK

ARCHITECTURE_CHANGE

MDASH accepts Defender CLI and connector-triggered remote scans and labels their origin for provenance.

2026-08-27

ARCHITECTUREEVALUATIONOPERATIONS

CAPABILITY_ADDITION

MDASH exports validated findings to CSV for existing remediation workflows.

2026-08-27

OPERATIONSPROCUREMENT

AVAILABILITY_LIFECYCLE_CHANGE

MDASH is in private preview and its documentation/access path requires authorization.

2026-08-27

DEPLOYMENTEVALUATIONPROCUREMENT

CONTROL_CHANGE

The MDASH portal view surfaces only the most recent 90 days of scan activity.

2026-08-27

EVALUATIONOPERATIONSRISK

AVAILABILITY_LIFECYCLE_CHANGE

Microsoft Learn identifies Project Perception as Limited Public Preview.

2026-08-27

DEPLOYMENTPROCUREMENT

ARCHITECTURE_CHANGE

Project Perception combines signals, context, models, and red/blue/green agents through coordinated playbooks.

2026-08-27

ARCHITECTUREEVALUATIONRISK

AUTONOMY_FACET_CHANGE

Project Perception supports autonomous execution initiated through reusable playbooks.

2026-08-27

AUTHORIZATIONOPERATIONSRISK

CONTROL_CHANGE

Operators can approve or reject requested agent actions, stop sessions, and provide alternative guidance.

2026-08-27

AUTHORIZATIONOPERATIONSRISK

ARCHITECTURE_CHANGE

Microsoft AI Code Security documents a multistage prepare/scan/validate/deduplicate pipeline using risk ranking, taint analysis, LSP type resolution, and multi-model debate.

2026-08-27

ARCHITECTUREEVALUATIONRISK

AGENT_ADDITION

The scanning stage documents more than 100 specialized AI agents targeting vulnerability classes, including injection, memory-safety, and auth-bypass auditors.

2026-08-27

ARCHITECTUREEVALUATIONRISK

CAPABILITY_ADDITION

The Defender CLI can generate and apply code fixes directly from agentic scan results.

2026-08-27

AUTHORIZATIONOPERATIONSRISK

CAPABILITY_ADDITION

Agentic code-scanning findings are published to Microsoft Security Exposure Management for organization-wide triage.

2026-08-27

ARCHITECTUREOPERATIONSPROCUREMENT

AVAILABILITY_LIFECYCLE_CHANGE

Microsoft AI Code Security is in preview across listed Azure commercial regions, with UAE limited to MDASH CLI scans.

2026-08-27

DEPLOYMENTPROCUREMENTRISK

CAPABILITY_ADDITION

The scanner claims broad language support with specially tuned expertise for C, C++, Java, and C#.

2026-08-27

EVALUATIONPROCUREMENT

BENCHMARK_RESULT_CHANGE

Open Security has released ISPM Enterprise SQL v1 as its first autonomous cyber-defense benchmark.

2026-08-27

EVALUATIONPROCUREMENT

BENCHMARK_RESULT_CHANGE

ISPM Enterprise SQL v1 uses a frozen synthetic enterprise and common questions, reporting 95% compatibility intervals across 127 tasks.

2026-08-27

EVALUATIONRISK

CONTROL_CHANGE

The benchmark supports local runs with user-owned model keys before submission for an official run.

2026-08-27

AUTHORIZATIONEVALUATIONRISK

AVAILABILITY_LIFECYCLE_CHANGE

Open Security labels the benchmark service as beta.

2026-08-27

PROCUREMENTRISK

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