Industry Blueprint · Technology & SaaS

Cut on-call MTTR.
Prove every agent before production.

Automate Kubernetes incident investigation and governed rollbacks with SteadyState, and stress-test customer-facing AI agents against chaos scenarios with D-AgentProving.

Domain-specific workflows

High-impact production use cases for Technology & SaaS.

Each workflow pairs local or self-hosted execution with explicit policy boundaries and auditable operator sign-off.

Sector Workflow 01

Autonomous Kubernetes SRE & incident remediation (SteadyState)

Eliminate manual log hunting during 2 AM pages. SteadyState correlates OOMKills, latency spikes, and bad rollouts, runs preflight dry-runs, and prepares one-click Entra ID approved rollbacks.

Sector Workflow 02

CI/CD proving ground for SaaS AI features (D-AgentProving)

Connect your product's AI agents to persistent synthetic twins of payments, ticketing, and databases. Inject rate limits, schema drift, and adversarial inputs before shipping to customers.

Sector Workflow 03

Counterfactual blast-radius simulation (D-TwinVoke)

Model service dependencies and verify that proposed infrastructure or agent changes cannot violate production safety invariants.

Reference execution flow

Technology & SaaS Reference Architecture: Closed-Loop SRE & Agent Assurance

How data, models, policy gates, and human approvals interact inside your environment.

01 / STAGE

Pre-Deploy Proving

D-AgentProving stress-tests new agent versions against chaos suites and issues a Merkle Certificate of Assurance.

02 / STAGE

Live Telemetry Ingest

SteadyState monitors production AKS/Kubernetes workloads, correlating alerts with recent deployment diffs.

03 / STAGE

Preflight & Approval

D-TwinVoke / AGP verifies blast radius and enforces dry-run + SRE approval in Slack/Teams.

04 / STAGE

RL Policy Refinement

Completed incident outcomes update diagnostic weights within fixed namespace permissions.

Work with DevHeal

Bring your Technology & SaaS workflow challenge to DevHeal.

Tell us about your infrastructure, compliance boundaries, and operational bottlenecks. We will scope a measurable pilot with your engineering team.