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The Challenge

Every scaling company
hits this wall.

01

76% of employers can't find qualified DevOps talent.

1.4 million unfilled tech positions in the US. The talent isn't coming.

02

Hiring takes 3+ months and costs $200K+ a year.

6 months to full productivity. By then, you've shipped slow for two quarters.

03

One engineer can't cover it all. When they leave, so does the knowledge.

Security, CI/CD, monitoring, IaC, cost optimization. Too many hats for one person.

The Solution

Meet your team.

A dedicated infrastructure engineer, powered by dave. One person who operates like an entire DevOps team, available from day one.

dave.io
Acme Corp
# general
# engineering
# devops-dave
# alerts
# devops-dave
alex.chen10:42 AM
Threadin #devops-dave
alex.chen10:42 AM
dave.io Engineer10:42 AM
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daveBot · 10:42 AM
alex.chen10:43 AM
dave.io Engineer10:43 AM
alex.chen10:44 AM
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daveBot · 10:44 AM
S3 → SNS → SQS Pipeline
#JOB-087
Running
View on dave.io Dashboard →
◆ Claude Codev2.1.0
Opus 4 · dave.io platform · ~/acme-corp/infra-live
>Connect our uploads bucket to SNS topic and SQS queue. Only .zip files, production only.
..Thinking...
●I'll scan your infrastructure and set up the S3 → SNS → SQS pipeline.
●Read(modules/sns/topic_policy.tf)
●Search(pattern: "aws_s3_bucket_notification")
●Read(envs/prod.tfvars)
●No existing notification rules. SNS topic needs a publish policy. Ready to write the Terraform?
>yes, scope it to the single bucket and filter .zip only
✻Writing Terraform...(12s)
●Write(modules/s3-events/main.tf)NEW
●Edit(modules/sns/topic_policy.tf)+12 -4
●Edit(envs/prod.tfvars)+3
●Done. 3 files, no public access, $12/mo est. Create PR?
>yes
●Bash(git checkout -b feat/s3-sns-sqs-pipeline && git push)
●PR#87created:feat(infra): connect prod uploads ZIP events to SNS → SQS
infra-live(main)23 tool uses · 1m 42s
dave.io Dashboard
1 job running
#JOB-087S3 → SNS → SQS event pipeline
Running
Request analyzed
Resources planned: S3, SNS, SQS, IAM
Generating Terraform code...
Creating GitHub pull request
Apply to production
Security
Compliance
Cost:
Low Risk
SNS topic policy scoped to single bucket. SQS subscription filtered by .zip suffix. No public access exposed.
Terraformmodules/s3-events/main.tf
📁 infra-live
📁 modules
📁 s3-events
main.tf
data.tf
variables.tf
outputs.tf
📁 sns
topic_policy.tf
📁 envs
prod.tfvars
main.tf
providers.tf
backend.tf
Create pull request
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acme-corp/infra-live
CodePull requestsActions
Openfeat(infra): connect prod uploads bucket ZIP events to SNS → SQS#87
Opened bydave-bot· 3 files changed ·+57−4
Files changed(3)
modules/s3-events/main.tf+42
modules/sns/topic_policy.tf+12−4
envs/prod.tfvars+3
modules/sns/topic_policy.tf+12−2
@@ -1,8 +1,18 @@
11resource "aws_sns_topic" "file_events" {
22name = "file-events-topic"
33}
44
5−resource "aws_sns_topic_policy" "events" {
6−arn = aws_sns_topic.file_events.arn
7−policy = data.aws_iam_policy_document.empty.json
8−}
5+resource "aws_sns_topic_policy" "allow_s3_publish" {
6+arn = aws_sns_topic.file_events.arn
7+policy = jsonencode({
8+Version = "2012-10-17"
9+Statement = [{
10+Effect = "Allow"
11+Principal = { Service = "s3.amazonaws.com" }
12+Action = "SNS:Publish"
13+Resource = aws_sns_topic.file_events.arn
14+Condition = {
15+ArnLike = { "aws:SourceArn" = "arn:aws:s3:::company-prod-uploads" }
16+}
17+}]
18+})
19+}
modules/s3-events/main.tfNEW+42
@@ -0,0 +1,14 @@
1+resource "aws_s3_bucket_notification" "zip_uploads" {
2+bucket = var.uploads_bucket_id
3+
4+topic {
5+topic_arn = var.sns_topic_arn
6+events = ["s3:ObjectCreated:*"]
7+filter_suffix = ".zip"
8+}
9+}
10+
11+# Ensure bucket exists before adding notification
12+data "aws_s3_bucket" "uploads" {
13+bucket = var.uploads_bucket_id
14+}
acme-corp/infra-live
CodePull requestsActions
Openfeat(infra): connect prod uploads ZIP events to SNS → SQS#87
CI / all tests passed
Security scan: no vulnerabilities
Terraform plan: 3 to add, 1 to change
Sarah KimVP Engineering✓ Approved
Clean. SNS policy scoped correctly, filter suffix looks right. Ship it.
Merge pull request
Infrastructure Deployed
Your request to live production in 4 minutes
4m 18s
Total time
$12
Est. / month
6/6
Security checks
✓ S3 Event Notification
✓ SNS Topic Policy
✓ SQS Subscription
✓ .zip Filter Active
✓ Production Only
How It Works

Your team builds product.
We handle the infrastructure.

A dedicated
engineer.
Not a ticket queue.

A real engineer in your Slack who knows your stack. dave makes them faster. A human is always accountable.

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dave writes the code and runs the checks. Our engineer reviews before it touches your environment.

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Terraform / IaC·CI/CD·Kubernetes·Cloud Security·Cost Optimization·Monitoring·Incident Response
Why DaveOps

A better alternative to
hiring, agencies, and freelancers.

dave.ioIn-House HireManaged DevOpsFreelancer
Annual Cost~$24K/yr$150K-$185K base
$275K+ fully loaded year one		$36K-$168K/yr$100-$250/hr
Time to StartThis week3-6 months (hire + onboard)2-4 weeks1-2 weeks (if available)
Dedicated Engineer✓ Yes, powered by dave✓ Yes, one personShared team (6-8 people)You manage them
RequestsUnlimitedLimited by one person's time40-200 hrs/monthBilled per hour
CommitmentMonth-to-monthFull-time employee3-12 month contractsPer project
Risk if They LeaveZero. dave retains all contextCritical knowledge lossTeam rotation possibleAll knowledge walks out
SOC 2 Type II
Certified
End-to-End Encryption
All data in transit and at rest
Zero Retention
Your code never leaves your environment
Startup-Friendly Pricing
$1,995/month

A senior DevOps hire costs $275K+ in year one and takes 3 to 6 months before they're productive. dave.io starts this week at under 10% of that cost.

You pay for infrastructure that works • Unlimited requests • Month-to-month • Cancel anytime

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