Products
Products Built by SREs, for SREs
We design and deploy tailored AI agent systems that integrate into your workflows, automate operations, and continuously improve how your business runs. Deploy your AI workforce alongside purpose-built products engineered from real operational gaps.
Terraform Drift Detector
Know before it breaks.
Real-time infrastructure drift detection for teams who can't afford surprise changes in production. Continuous scanning, instant alerts, and actionable remediation — before drift becomes an incident.
The Problem
Infrastructure drift causes 40%+ of production incidents. By the time you notice, the blast radius has grown.
The Outcome
Drift caught in minutes, not weeks. Full audit trail of every unauthorized or accidental change.
Integrations
CLI + GitHub Actions
Key Features
- Automated drift scans
- GitHub Actions integration
- Slack & Teams alerts
- Diff reports
- Remediation suggestions
- Full audit trail
Use Cases
Compliance audits
Generate instant proof of infrastructure state for SOC 2, ISO 27001, and internal audits.
Incident prevention
Catch unauthorized changes before they propagate into production failures.
Team governance
Enforce IaC-only changes and eliminate shadow infrastructure across your org.
[ROADMAP]
- Multi-cloud support (AWS, GCP)
- Automated PR-based remediation
- Drift scoring and risk classification
Ultra Instinct Terminal
Your instincts, amplified.
An AI-powered terminal built for developers and SREs. Translate natural language to CLI commands, get context-aware suggestions, and run your on-call workflow without leaving your terminal.
Key Features
- Natural language → CLI
- Context-aware suggestions
- Live log analysis
- Incident timeline generation
- Runbook integration
- Multi-tool context
Use Cases
On-call response
Translate incident context into actionable commands without leaving your terminal.
Log analysis
Natural language queries over live and historical logs across multiple sources.
Runbook execution
Step-by-step runbook guidance with command suggestions at each stage.
[ROADMAP]
- IDE plugin (VS Code, JetBrains)
- Custom runbook integration API
- Team knowledge base sync
The Problem
Incident response is slowed by context switching, command lookups, and manual log analysis when every second counts.
The Outcome
Faster diagnosis, fewer mistakes under pressure, and a terminal that knows your stack as well as you do.
Integrations
CLI (npm / brew)
AI Agent Systems
Deploy your AI workforce.
We design and deploy tailored AI agent systems that integrate into your workflows, automate operations, and continuously improve how your business runs. Coordinate a legion of intelligent agents tailored to your business case.
The Problem
Manual operations consume engineering capacity and prevent teams from scaling without proportional headcount growth.
The Outcome
Automated workflows, eliminated manual operations, and operational capacity that scales without hiring. Your AI workforce handles repetitive work while your engineers focus on strategic initiatives.
Integrations
Tailored to your infrastructure
Key Features
- Custom agent design
- Workflow automation
- Coordinated agent teams
- Operational intelligence
- Continuous improvement
- Full ownership & control
Use Cases
SRE Operations Automation
Deploy agent teams that handle monitoring, diagnostics, incident response, and operational workflows automatically.
DevOps Workflow Coordination
Automate deployment pipelines, infrastructure management, and development workflows with coordinated agent teams.
Business Process Automation
Design custom agent systems that automate your unique business processes, data workflows, and operational requirements.
[ROADMAP]
- Self-service agent builder platform
- Agent marketplace for pre-built teams
- Advanced multi-agent orchestration
Custom SRE Tooling
Built for your stack. Built to last.
Bespoke operational tools built in Go and Python for your exact environment. Custom CLIs, dashboards, automation frameworks, and integration pipelines — designed with your team, owned by your team.
Key Features
- Custom CLI tools
- Operational dashboards
- Automation frameworks
- Polyglot Go + Python
- Full test coverage
- Team training included
Use Cases
Internal developer platforms
CLI tools and automation that standardize how your team interacts with infrastructure.
Data pipeline tooling
Custom scripts and frameworks for operational data collection, transformation, and reporting.
Integration pipelines
Connect your monitoring, alerting, and incident response tools with purpose-built integrations.
[ROADMAP]
- Self-service tool catalog
- Template library for common SRE patterns
- Open-source component releases
The Problem
Generic tools don't fit your operational domain. You end up gluing tools together with scripts that only one person understands.
The Outcome
Purpose-built tooling your team actually uses, with full documentation and training delivered on handoff.
Integrations
Delivered as code
Why Our Products
Built different. Delivered complete.
Every product we ship comes from a real operational gap we experienced first-hand.
Built from real gaps
Every product solves a problem we experienced first-hand running SRE operations — not a market research exercise.
Production-hardened
Our own platform runs the same stack we ship to clients. We eat our own cooking before you get it.
You own the code
No SaaS lock-in. Every tool delivered as code, documented, and yours to fork, extend, or replace.
Ships with training
Documentation, runbooks, and team training are part of every delivery — not afterthoughts.
See It In Action
Drift detected in seconds, not weeks
$ drift-detector scan --env prodScanning 47 Terraform resources...✓ azurerm_resource_group.core — no drift✓ azurerm_container_app.api — no drift⚠ azurerm_storage_account.uploads — DRIFT DETECTEDExpected: account_tier = StandardActual: account_tier = PremiumChanged: 2025-01-14 03:22 UTC (outside deploy window)$ drift-detector remediate --resource azurerm_storage_account.uploadsGenerating remediation plan...Opening PR: fix/revert-storage-tier-drift✓ PR #142 created → github.com/org/infra/pull/142
Get Started
Ready to stop discovering drift after outages?
One discovery call. We'll scope the right tool for your stack and tell you exactly what it would take to deploy it.
Ready to fix it
Production problems cost money. We fix them.
Deploy a Tiger Team, build a custom AI agent, or start an SRE Foundation engagement. Fixed scope. Real deliverables. You own everything on day one.
Primary contact: support@instinctsre.ai