AI agents, purpose-built for your infrastructure
Your DevOps team is firefighting, not building. Pipeline failures at 2 AM. Database incidents requiring tribal knowledge. Security audits that take weeks of manual review.
Agent Fleet: Specialized AI agents that understand your infrastructure. Not generic chatbots — purpose-built agents with real access to your Planton resources, trained on your specific stack.
agent session
0
Generic Chatbots
100%
Purpose-Built
0
Simulated Responses
100%
Real Execution
Skills
Agents learn your organization's patterns. Create skills that encode your operational knowledge into repeatable, automatable procedures.
Encode runbooks, naming conventions, and compliance requirements as skills
Your practices, not generic best practices — tailored to your stack
Version-controlled skill definitions alongside your infrastructure code
Composable skills that agents combine for complex scenarios
Agent Skills
# runbook.skill.yaml name: postgres-failover trigger: alert.postgres.replication_lag > 30s steps: - check_replica_status - verify_data_consistency - promote_replica - update_connection_strings - notify_oncall_channel
Purpose-built agents for every infrastructure challenge
From marketplace discovery to production orchestration — Agent Fleet gives your team AI-powered infrastructure operations.
Marketplace
Browse and deploy agents for specific tasks. Pipeline troubleshooting, database management, security hardening, drift detection.
Sub-Agents & Orchestration
Complex tasks broken into specialized sub-tasks. A deployment agent invokes security, testing, and notification agents automatically.
MCP Integration
Agents connect through Model Context Protocol. Real tool execution against your infrastructure, not simulated responses.
⚙ Tool: kubectl_get_pods namespace: backend cluster: prod-us-east-1 → 3 pods running, 0 pending → No restarts in 24h
Testing
Test suites for agent validation. Verify behavior before deploying to production with structured test scenarios.
12 passed
Test suite
0 failed
Regressions
Full visibility into every agent action
Real-time streaming of tool calls, reasoning steps, and results. Every action is auditable and replayable.
agent session — ses-7f2a9c
Live Streaming
Every tool call, decision, and result streamed in real time to the console.
Session Replay
Replay any session for debugging and post-incident review. Full timeline preserved.
Exportable Logs
Export session logs for compliance reporting and external audit trail integration.
