Your Infrastructure
Never Sleeps. Neither Does Your AI Agent.
Doctor Agent monitors, diagnoses, and auto-fixes your sites — before your team even wakes up.
Watch Doctor Agent Resolve an Incident
A real-time simulation of an autonomous detection, diagnosis, and fix — in under 30 seconds.
The 3 AM Problem
Your monitoring stack alerts. Your team scrambles. By the time they diagnose the issue, the damage is already done.
Alert Fatigue
Your team drowns in noise. 80% are false positives. Real incidents get buried.
Slow Response
Customers notice in 30 seconds. Your team responds in 45 minutes. That gap costs trust.
Talent Drain
Senior SREs burn out on-call. Juniors can't handle complex incidents. The cycle repeats.
Three Steps to Autonomous Ops
No complex onboarding. No 6-month implementation. Go from zero to autonomous in under a week.
Connect
Point Doctor Agent at your infrastructure. 5-minute setup via API key. No invasive installs.
Learn
It studies your system's normal patterns for 48 hours. Baselines established. Anomalies mapped.
Protect
Autonomous monitoring, diagnosis, and remediation. 24/7/365. Your team sleeps. Doctor Agent doesn't.
What Doctor Agent Does
A full-stack autonomous agent handling the entire incident lifecycle — from detection to resolution.
Real-Time Monitoring
Continuous health checks across all endpoints, APIs, and services. Sub-second anomaly detection.
Root Cause Analysis
Intelligent diagnosis that traces symptoms to source. No more guessing which service broke what.
Automated Remediation
Pre-built and learned playbooks execute fixes autonomously. Most incidents resolved without humans.
Smart Escalation
Escalates only when human judgment is truly needed. Full context, timeline, and attempted fixes attached.
Incident Reports
Post-incident reports auto-generated. Timeline, root cause, fix applied, prevention recommendations.
Continuous Learning
Every incident makes it smarter. Your system gets more resilient over time, not less.
Audit Our Code, Not Our Promises.
We don't ask for root access, and we don't rely on “system prompts” to keep your infrastructure safe. Doctor Agent is constrained by hard-coded, multi-layered security gates designed for production environments.
The Graduated Access Model
You dictate the autonomy. Doctor Agent earns trust before it touches a single server.
Observe-Only
The agent has ReadOnlyAccess. It ingests logs, identifies root cause, and proposes a fix — but physically lacks the IAM permissions to execute it.
Human-in-the-Loop
The agent pushes the RCA and exact remediation command to your Slack or PagerDuty. Your on-call engineer clicks "Approve" to execute.
Full Autonomy
Once trusted, you whitelist specific pre-approved playbooks (e.g., RestartNginx) for automatic execution during specific anomaly triggers.
Hard-Coded Safeguards
the safe_remediation layer
We removed standard shell access from our orchestration models. All execution flows through a proprietary proxy that enforces safety at the code level:
Regex Command Blocking
Destructive commands (rm -rf, DROP TABLE, chmod, iptables -F) are physically dropped before execution.
Scoped Sub-Agents
The Diagnostic Agent cannot write files. The Remediation Agent can only trigger whitelisted playbooks. The Orchestrator cannot touch infrastructure directly.
Validation Gates & Escalation
an incident isn't resolved because a script ran
Pre/Post Health Checks
The agent compares baseline metrics against post-execution metrics via your /health endpoint. If the error rate doesn't drop, the gate fails.
Instant Escalation
If the agent hits a code-level boundary, fails a validation gate, or encounters an unknown state, it aborts and immediately escalates to your human on-call via PagerDuty.
Full Audit Trail
Every decision logged: what the agent saw, what it decided, what it did, what changed. Tamper-proof and exportable for compliance review.
Doctor Agent — Architecture
Multi-Agent System · Built with Claude Agent SDK · TypeScript
DEVOPS LEAD (The Human)
Approves playbooks · Sets autonomy level · Reviews incidents
DIRECTOR AGENT
Claude Opus 4.6 · Orchestrator · Decision Maker
delegates to sub-agents
Diagnostic Agent
Claude Sonnet 4.6 · ReadOnly
Remediation Agent
Claude Sonnet 4.6 · safe_remediation
Reporter Agent
Claude Haiku 4.5 · Comms
Safety & Guardrails
safe_remediation
Blocks destructive commands rm -rf · DROP · chmod · iptables
Validation Gates
Pre/post health checks Metric comparison · /health
Graduated Access
Observe → HITL → Autonomy You control the level
Audit Trail
Every decision logged Tamper-proof · exportable
“It never sleeps. Your team finally can.”
On-Call Noise Killer
One plan. Full power. No feature gates.
14-Day Free Pilot
No credit card required. Full access.
After pilot
Custom Pricing
Based on your infrastructure scale
Everything included
- Full autonomous monitoring & remediation
- Unlimited endpoints and services
- 48-hour behavioral learning period
- Custom remediation playbooks
- Slack / Teams / PagerDuty integration
- Weekly incident summary reports
- Dedicated onboarding engineer
- 99.9% SLA guarantee
One Person. One Vision. Real Solutions.
Ronen Katz
Founder & AI Systems Architect
Builder of production multi-agent AI systems. Shipped a multi-agent design orchestration platform — Director + 3 specialized sub-agents, 40 knowledge modules, autonomous validation and quality gates. Full-stack architect working with Claude SDK, TypeScript, and Python. Based in Gedera, Israel.
Let Doctor Agent Handle the Night Shift
Start your free 14-day pilot. No credit card. No commitment. Just better uptime.
Prefer email?
hello@aiaagency.aiWhat happens next?
We schedule a 15-minute discovery call
You provide API access to your infrastructure
Doctor Agent starts learning in under 5 minutes
Zero-risk pilot
Read-only access during learning phase. No changes without approval.