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Auto Healer: Runtime Remediation With Human Approval and Validated Recovery
Auto Healer is LoopIQ's autonomous remediation agent: detect runtime failures, diagnose root cause, apply corrective action with human approval, and validate recovery. For critical security incidents, it can contain impact before remediation begins.
Ashwin Kondapalli
3 days ago7 min read
Intent-to-Deploy (I2D): From Software Intent to Governed Deployment
I2D (Intent-to-Deploy) is LoopIQ's autonomous implementor: it takes a high-level software intent and drives it through implementation, validation, and deployment. Here is the method—and the governance checkpoints—that make autonomous delivery defensible.
Ashwin Kondapalli
3 days ago7 min read
Autonomous Implementation and Remediation: How LoopIQ Governs I2D and Auto Healer
Building software is becoming autonomous. Keeping autonomous systems reliable, secure, and governed is the next challenge. LoopIQ's I2D (Intent-to-Deploy) and Auto Healer agents are live in our own development environment, battle-tested on LoopIQ infrastructure ahead of customer availability.
Ashwin Kondapalli
4 days ago7 min read
BYOA Governance: Permissions, Approvals, and Audit Trails
BYOA governance is permissions, approvals, and audit trails for bring-your-own agents—registration is not a promise of identical runtime support across every agent.
Ashwin Kondapalli
Oct 12 min read
Implement with Agent: From Work Assignment to Reviewed Outcome
Implement with agent turns a work assignment into a permission-scoped agent run that humans must review before the outcome becomes durable work—not unsupervised autopilot.
Ashwin Kondapalli
Sep 302 min read
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