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Home/Capabilities/Agent Lifecycle
Capability #16 · Operations

Agent Lifecycle Management

Deployment, versioning, testing, rollback, performance tuning and an agent marketplace / catalog.

VersioningTestingRolloutRollback
#16
Capability
Operations
Category
Live
In production
Day 1
Available
Operations

Agent Lifecycle Management

Deployment, versioning, testing, rollback, performance tuning and an agent marketplace / catalog.

  • Versioning for agents and prompts
  • Automated regression suites
  • Canary and blue/green rollouts
  • One-click rollback
  • Internal and public agent marketplace
agent.yaml role: close_agent model: claude-opus tools: - sap.read - sap.post - email.send memory: org_kb approval: threshold: 0.85
How it works

Six pillars of Agent Lifecycle Management.

Each pillar can be enabled, configured and audited independently.

Versioning

Git-style for agents, prompts, policies.

Testing

Regression and red-team suites.

Rollout

Canary, percent, blue/green.

Rollback

One-click with full audit.

Marketplace

Verified internal + public.

Performance

Tuning and drift detection.

How it works

Build, ship, and govern agents in five disciplined steps.

Agents follow the same lifecycle discipline as any production software — design, test, deploy, monitor, roll back.

1

Design

Authors define the agent in a versioned spec: role, tools, memory scope, policies, evaluation suite.

2

Test

Every agent runs against a regression suite of golden tasks before promotion. Behavioural drift is caught early.

3

Promote

Canary or staged rollout across environments — dev → staging → prod — with one-click rollback to any prior version.

4

Monitor

Production telemetry feeds back into the eval suite. Anomalies trigger alerts or auto-rollback.

5

Retire

Deprecated agents are sunset with a documented successor, preserving audit history.

Outcomes

What customers measurably ship with this capability.

Real numbers from production deployments — across banking, healthcare, telco, manufacturing and the public sector.

Versioned
Every agent
Canary
Rollouts
1-click
Rollback
Continuous
Eval
Time-to-value

Confidence to ship

Treat agents like the production software they are. Every change is tested, versioned, and reversible — no more 'don't touch the prompt' fear.

Risk reduction

Operations team-friendly

Familiar primitives — environments, releases, rollback, change tickets — so platform and SRE teams adopt agent ops without learning a new world.

Industry use cases

How Agent lifecycle management shows up in production.

Six concrete patterns from regulated enterprises across financial services, healthcare, telecom, public sector, energy and manufacturing.

Banking

Model-risk approved rollouts

Every agent version is reviewed by Model Risk before promotion, with full reproducibility for audit.

Insurance

A/B testing claims agents

Two agent versions handle a slice of FNOL traffic; the winner is promoted, the loser retired.

Healthcare

Validated clinical agents

Clinical agents pass a regulator-aligned eval suite before any patient-facing rollout.

Telecom

Continuous improvement

Customer-care agents retrain weekly off labelled production traces, with regression guards.

Public sector

Sovereign change control

Agent changes go through formal release management with parliamentary-grade audit.

Manufacturing

Plant-by-plant rollouts

An agent improvement is canaried at one plant before global promotion.

Why xyner

Hand-edited prompts vs. true agent lifecycle.

Most early agent deployments are pet projects. Production deployments need release discipline.

Dimension
Without xyner
With xyner
Versioning
'Whoever last edited the prompt'
Immutable versions with provenance
Testing
Manual click-through
Automated eval suite per version
Rollback
Pray and hope
One-click revert to any prior version
Change control
Slack message
Reviewed change tickets, optional approvals
Drift detection
Found by an angry user
Live telemetry vs. golden tasks
Compliance evidence
Forensic reconstruction
Generated on demand from the platform
Versioning prompts the same way we version code was the missing piece.
Engineering Director · FinTech
FAQ

Common questions, straight answers.

Can we A/B test agents?

Yes — by percentage of traffic, by tenant, by user cohort.

Can we revert a deployment?

One click — with full audit and replay against history.

How quickly can we adopt this capability?

Most customers adopt new capabilities in 2-4 weeks through starter packs and onboarding workshops.

Does this require new infrastructure?

No. The capability runs on your existing xyner deployment — cloud, hybrid, on-prem or sovereign.

Do you provide migration help?

Yes — our customer success team and partners deliver guided migrations and pilots.

Get started

Ready to put autonomous agents to work?

See xyner in your environment with a guided executive demo.

Request a demo Contact us
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