1
Phase 1
Shadow Tracking
Environment Duplication
Automatically intercept incoming tickets such as Jira issues and clone them into isolated shadow execution tracks. The live ticket remains untouched except for a secure linking handshake.
Shadow Simulation for Production AI Agents
Unleash Autonomous Agents Without the Production Risk.
We engineer deterministic Shadow Simulation environments that allow AI agents to safely write, test, and validate code fixes with zero risk to live production systems or active state data.
4 weeks
Fixed-scope production sprint
0 desktop dependencies
Runs through secure API infrastructure
100%
Data mutation firewall for agent experiments
The Enterprise Bottleneck
The Automation Paradox
Boards want autonomous agent execution to drive velocity. CTOs reject it because the risk of a hallucinating model corrupting a live database, breaking state transitions, or committing unvetted code to production is catastrophically expensive. The missing link is not model intelligence. It is deterministic containment infrastructure.
The Shadow Simulation Harness
The Architecture: Zero-Mutation Pipelines
A contained execution loop that lets agents attempt real engineering work while live systems, customer records, and operational state remain mathematically out of reach.
2
Phase 2
Autonomous Reproduction
Agentic Sandbox Rehearsal
Orchestrate AWS Bedrock APIs, Playwright, and custom browser extensions to replicate user reproduction steps and apply programmatic fixes outside the local desktop environment.
3
Phase 3
Never-Guess Controls
Deterministic Hardened Safety Gates
Enforce multi-layered preflight checks, impact assessment diffs, and strict never-guess constraints that eliminate LLM hallucination vectors before code can advance.
4
Phase 4
Promotion Readiness
Automated Post-Commit QA Assist
Spin up localized, context-aware testing suites that run comprehensive diff and edge-case testing before any code promotion decision.
Engagement Model
How We Deploy
4 weeks
Fixed-scope production sprint
0 desktop dependencies
Runs through secure API infrastructure
100%
Data mutation firewall for agent experiments
The deliverable is a fully integrated Shadow Harness tailored to your engineering pipeline, enabling safe autonomous agent experimentation with a 100% data mutation firewall and a short, fixed-price path to production evidence.