Offload your cloud day to CloudThinker.
The morning cost check, the Terraform review, the audit evidence, the 'why is prod slow?' ping — hand each one to CloudThinker in plain chat. Then turn the ones that repeat into loops that run without you, across AWS, Azure, and GCP.
The work that eats your day, handed to CloudThinker
These aren't demos — they're the recurring tasks cloud engineers hand off first. You ask in plain chat; CloudThinker does the digging and comes back with the answer and a proposed fix.
The morning cost check
The old way: 30 minutes in Cost Explorer and a spreadsheet
What changed in our AWS bill since yesterday? Flag anything unusual and tell me why.
The Terraform review
The old way: Eyeballing a 400-line plan before apply
Review this Terraform plan for drift, policy violations, and blast radius before I apply.
The "why is prod slow?" ping
The old way: Tab-hopping across five dashboards under pressure
API latency is up on prod — correlate metrics, logs, and recent deploys and tell me what changed.
The audit evidence request
The old way: Screenshot hunting every time the auditor asks
Collect SOC 2 evidence for all our AWS accounts for Q3 and flag any gaps.
Not just findings — fixed, verified, and written up
Detection is the easy half. When something breaks, CloudThinker runs the whole loop: investigate, fix within your guardrails, verify recovery, and hand you a draft RCA — you decide instead of dig.
The alert fires
CloudThinker picks it up before the page reaches you and starts investigating immediately.
ALERT checkout-api p99 > 2s
Root cause in minutes
Metrics, logs, config changes, and recent deploys correlated in one pass — no dashboard hopping.
root cause: DB connection pool exhausted after deploy 41f2c
The fix is applied
Routine fixes inside your Rules of Engagement apply automatically; anything risky waits for your one-tap approval.
fix: raise pool 50→200 + rollback config
Recovery is verified
The fix isn't declared done on hope — metrics are watched until they prove recovery.
verified: p99 180ms
The RCA writes itself
Timeline, impact, root cause, and action items drafted from the actual investigation — ready for your review, not written from memory on Friday.
RCA draft posted to #incidents
Same job, hours back every week
Nothing on this list disappears — it still gets done, verified, and documented. The difference is who does the grinding: you review outcomes instead of collecting them.
Monthly cost review
Half a day in Cost Explorer, exports, and a spreadsheet nobody re-opens
One prompt returns anomalies, right-sizing candidates, and a ready-to-review savings PR
Security posture audit
Quarterly exercise with an external consultant and a PDF that ages instantly
Continuous CIS-mapped scanning with evidence collected and remediation diffs proposed
Infrastructure drift
Discovered when something breaks, then a manual hunt through state files
Detected on every run, with the exact Terraform diff to bring reality back in line
Backup & DR verification
An annual DR drill everyone dreads — and hopes still reflects reality
Scheduled validation of backups, replication, and failover with an RTO / RPO report
If you did it twice, stop doing it
Chat is where work starts, not where it stays. Recurring asks become schedules and event triggers, so the routine runs without you — and escalates to you only when judgment is needed.
Put it on a schedule
Any task you ran twice becomes a scheduled Command. The Monday cost review runs before you sit down — the report is waiting in Slack.
/audit-aws-finops every Monday 09:00 → post to #cloud-costs
React to events, not pages
Wire CloudThinker to alerts and webhooks. A cost anomaly or posture regression triggers the investigation automatically — you get the analysis, not the raw alarm.
on cost-anomaly > 20% → analyze root cause → propose fix + notify on-call
Baseline every new account
Connect a new AWS account or subscription and CloudThinker runs the full baseline — posture scan, cost profile, network exposure — before anyone asks.
on account-connected → run /baseline-posture → file findings as tickets
From one question to a loop that runs itself
You don't adopt CloudThinker in one big migration. You hand off one task, trust the result, and turn it into a loop — then pick the next one. Every week, another task leaves your plate.
Ask in chat
Start with a one-off ask, like you would to a teammate. CloudThinker runs it inside Sandbox Isolation and comes back with findings and proposed fixes.
Audit our AWS estate for cost waste and CIS posture, and propose the highest-impact fixes.
Save it as a Skill
Liked the result? Capture the scope, auth, guardrails, and report format as a reusable Skill — versioned in the Knowledge Base.
/create-skill audit-aws-finops --from-thread #current --frameworks finops,cis,soc2
Schedule it
Run the Skill as a Command from chat, webhook, or schedule. Re-runs are deterministic — same scope, same guardrails, same report.
/audit-aws-finops every Monday 09:00
Approve, don’t operate
With Auto Mode, CloudThinker acts on routine findings within your Rules of Engagement and escalates the rest. Your job shifts from doing to approving.
auto-mode: on routine fixes → auto-apply risky changes → ask me first
Leading use cases, customizable Skills
These are leading patterns cloud engineering teams run with CloudThinker across multi-cloud estates — FinOps, IaC, posture, network, observability, and DR. They're sample starting points, not the limit — extend, replace, or build your own with the Skills Framework.
/cost-management
Cloud FinOps
Continuous cost-anomaly detection, right-sizing across instance / disk / database, and waste elimination across all linked accounts.
/resource-management
IaC & Provisioning
Terraform, CloudFormation, and Pulumi plan review, drift detection, and policy-as-code enforcement before apply.
/cloud-compliance
Posture & Compliance
CIS, SOC 2, HIPAA, and PCI cloud benchmarks across all accounts, with automated evidence collection and auto-patch suggestions.
/cloud-network
Network & Egress
VPC, transit gateway, route table, and egress policy audits. Surfaces 0.0.0.0/0 exposures and cross-account peering drift.
/cloud-monitoring
Observability & SLOs
CloudWatch, GCP Monitoring, and Azure Monitor unified — SLO tracking, alert correlation, and dashboard generation.
/disaster-recovery
Backup & DR
Backup validation, cross-region replication health, and RTO / RPO testing across compute, storage, and databases.
Safe by construction — from sandbox to audit
Every run inherits the same platform primitives that protect all of CloudThinker. Continuous multi-cloud operations run without exposing customer data, mutating production, or leaving an unaudited trail.
Sandbox Isolation
Every run executes inside an ephemeral microVM with strict egress and a tamper-evident audit trail.
Guardrails Engine
Guard-in and guard-out policy enforcement on every model call — PII / PHI redaction and secret detection by default.
Rules of Engagement
Strict scope, method, and rate-limit constraints. Read-only proof-of-concept execution. No destructive operations.
Immutable audit
Every reasoning step, tool call, and finding is recorded — exportable to your SIEM and reviewable by compliance.
Compliance Certifications
We maintain the highest industry standards and regularly undergo rigorous third-party audits to ensure compliance.
Ready to put CloudThinker to work on your stack?
Our cloud team partners directly with your platform, FinOps, and compliance leads — multi-cloud audits, BYOC walkthroughs, and Terraform diff reviews on request.
- Multi-cloud (AWS / Azure / GCP)
- BYOC deployment supported
- FinOps + Posture + IaC in one agent