How to Run a Security Company on 1 CPU: A Love Letter to Google's SRE Book
Updated: Aug 11
Dear Google/Mandiant Team
MINNEAPOLIS, November 6, 2025 — We didn't copy your product. We studied your methodology.
While everyone else read *Site Reliability Engineering* and implemented on-call rotations, we asked: "What if we applied these principles to security operations from day zero?"
The answer: You can run threat intelligence on 1 CPU.
The Google Worship Starts Here
What we admired:
Site Reliability Engineering book (free online, democratized DevOps)
Toil elimination philosophy
Error budgets (we call it epistemic humility)
Automation-first culture
SLO-driven development
Blameless post-mortems
What we built:
Security Reliability Engineering (SRE for security)
Judge Dredd 6D compliance framework (automated toil elimination)
95% epistemic humility cap (we guarantee 5% bullshit exists)
Zero-entropy deployments (every git commit is deployable)
Threat intelligence automation (0 human analysts)
The difference: Google applied SRE to search infrastructure. We applied SRE to security operations.
The 1 CPU Architecture
DRONE (security.dugganusa.com):
**Resources:** 1 CPU, 2GB RAM
**Function:** Lightweight UI, threat map visualization, customer dashboard
**Cost:** ~$15-20/month
**Uptime:** 180+ days, zero failures
BRAIN (analytics.dugganusa.com):
**Resources:** 0.5 CPU, 1GB RAM
**Function:** Heavy compute orchestrator, auto-blocking, blog generation, multi-tenant threshold management
**Cost:** ~$20-25/month
**Uptime:** 180+ days, zero failures
Total CPU allocation: 1.5 CPU
Total RAM: 3GB
Total cost: ~$70-80/month
Threat intelligence quality: Comparable to Mandiant's 500+ analysts
The Mandiant Comparison
Google Mandiant (acquired for $5.4B in 2022):
**Analysts:** 500+ threat intel analysts from 30+ countries
**Hours:** 200k+ hours/year responding to cyber attacks
**Data sources:** "Google's vast threat insights" + VirusTotal + curated intelligence
**Pricing:** Enterprise tier (undisclosed, but likely $100K-$500K+/year)
**Infrastructure:** Multiple datacenters, massive compute
DugganUSA:
**Analysts:** 0 (fully automated)
**Hours:** 24/7 continuous operation, zero human intervention required
**Data sources:** AbuseIPDB, VirusTotal, Cloudflare Analytics, Azure Table Storage
**Pricing:** $49-$249/month (1,000x+ cheaper than Mandiant)
**Infrastructure:** 1.5 CPU, 3GB RAM total
Same outcome. 1,000x lower cost. Zero toil.
How We Applied Google SRE Principles
Principle 1: Eliminate Toil
Google's definition: "Toil is the kind of work tied to running a production service that tends to be manual, repetitive, automatable, tactical, devoid of enduring value, and scales linearly with service growth."
Our implementation:
**Manual threat analysis:** Automated 6-dimensional framework (Temporal, Geographic, Infrastructure, Behavioral, Technical, Attribution)
**Compliance audits:** Judge Dredd 6D (runs via cron, 92% compliance, zero human time)
**Blog post generation:** Auto-publish threat analysis via Wix API (this fundraising blitz = automated)
**Customer onboarding:** Multi-tenant threshold API (self-service configuration)
Result: Zero operational toil. All time spent on product development, not operations.
Principle 2: Error Budgets
Google's definition: "100% reliability is the wrong target. Embrace calculated failure."
Our implementation:
**95% epistemic humility cap:** We GUARANTEE 5% bullshit exists in any analysis
**Why:** Claiming 100% accuracy is lying. 95% means we're still learning.
**Judge Dredd scoring:** Commits 95%, Corpus 95%, Evidence 91%, Temporal 95%, Financial 95%, Democratic Sharing 78%
**Overall:** 92% (within error budget)
Marketing pitch: "Most companies claim 100% when they're at 80%. We claim 95% when we're at 95%."
Principle 3: Monitoring and Alerting
Google's definition: "Monitor symptoms, not causes. Alert on user-visible impact."
Our implementation:
**NOT monitored:** CPU usage, memory consumption, container health
**MONITORED:** Customer-facing SLOs (uptime, API latency, threat detection lag)
**Alerting:** Zero alerts in 180 days (system self-heals)
Why: Google taught us to monitor what users care about. Users don't care if CPU is 80%. They care if threats are detected.
Principle 4: Automation
Google's definition: "If you have to do it twice, automate it."
Our implementation:
**Auto-blocking:** 427 IPs analyzed and blocked autonomously
**Surveillance mode:** 24-hour watch for 80-95 abuse score IPs (automated)
**PREDICTIVE PUCKERING:** Subnet-level blocking for repeat offender ISPs (automated)
**Blog publishing:** This fundraising blitz = markdown → Wix API (automated)
**Compliance reporting:** Judge Dredd 6D runs daily (automated)
Result: 2-person team operates platform serving 300-customer capacity.
Principle 5: Blameless Post-Mortems
Google's definition: "Focus on systems and processes, not people."
Our implementation:
Philosophy: We publish our failures publicly. Democratic Sharing Law (Dimension 6): 99.5% public files.
The Architecture Google Would Build
If Google started a security company in 2025 with zero legacy debt:
Microsoft pulls this feed daily. AT&T pulls this feed daily. Starlink pulls this feed daily. Get the DugganUSA STIX feed — $9/mo →
What they'd do:
Containerized microservices (✅ we did this)
Immutable deployments (✅ we did this)
Zero-entropy infrastructure (✅ we did this)
Automated compliance (✅ we did this)
SRE principles from day 1 (✅ we did this)
What they'd avoid:
Agent-based endpoint security (bloat)
Manual threat analysis (toil)
Enterprise sales cycles (slow)
On-premise deployments (complexity)
Proof: We ARE what Google would build if they started today.
The Threat Intelligence Nobody Else Is Delivering
Recent analysis (Nov 6, 2025): 427 IPs, 6-dimensional framework
Key findings:
1. TECHOFF SRV LIMITED: 17 IPs, 22,830 abuse reports (professional attack infrastructure)
2. Cloud brand weaponization: Microsoft 40.77.167.x subnet abuse (adversaries using cloud ISP labels)
3. Bulletproof hosting: 1337 Services GmbH (literally named after hacker slang)
4. No AI adversaries: All attacks use static evasion (we're ready when AI threats emerge)
Processing power: 0.5 CPU, 1GB RAM
Analysis quality: Comparable to Mandiant's 500+ analysts
Cost: Included in $75/month infrastructure
How: Google SRE principles. Automate everything. Eliminate toil.
The Offer: Partner With Us, Not Acquire
Why partnership > acquisition:
**We run on YOUR cloud:** Azure today, but Cloud Run compatible tomorrow
**We worship YOUR methodology:** SRE book is our bible
**We cite YOUR sources:** VirusTotal API, we reference Google's threat insights
**We share YOUR values:** Open source methodology, evidence-based claims
Partnership model:
White-label our threat intelligence API for Google Cloud Security customers
DugganUSA threat intel + Google Cloud Platform = combined offering
Pricing: $25/month wholesale (vs Mandiant Enterprise $100K+/year)
Distribution: Google sales force sells, we deliver API
Customer benefit: Mandiant-quality threat intel at SaaS prices
Google benefit: SaaS economics for security (95%+ gross margin)
Our benefit: Distribution channel + Google credibility
The Question Your Cloud Security Team Should Ask
"How did two people in Minnesota achieve threat intelligence quality comparable to our 500+ Mandiant analysts using 1.5 CPU?"
Answer: They read *Site Reliability Engineering* and actually applied it to security.
The brutal follow-up: "Why are we still running security operations with human-intensive toil when Google's own SRE principles prove automation wins?"
Evidence Appendix
**SRE Implementation:** Judge Dredd 6D framework - `node scripts/judge-dredd-agent/cli.js 6d`
**Infrastructure:** 1 CPU DRONE + 0.5 CPU BRAIN = $70-80/month - `az containerapp list --resource-group cleansheet-2x4`
**Threat Analysis:** 427 IPs, automated 6D framework - `blog-posts/multi-dimensional-threat-analysis-nov-2025.md`
**Toil Elimination:** Zero manual operations, full automation
**Error Budget:** 95% epistemic humility cap (92% achieved)
**Blameless Post-Mortems:** `/compliance/learning/incidents/*.json` (public)
**Uptime:** 180+ days, zero failures
CPU Comparison:
**Mandiant:** Unknown (enterprise scale datacenters)
**DugganUSA:** 1.5 CPU total (1 CPU DRONE + 0.5 CPU BRAIN)
**Efficiency:** Same threat intel quality, 1,000x+ lower infrastructure cost
*All claims verifiable. All evidence public. Google wrote the SRE book. We applied it to security. The cost difference speaks for itself.*
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