The Power of an API
March 23, 2026
This is the power of allowing your application to be managed by AI.
I wanted to set up continuous threat event monitoring for the BluPrint AI Foundation. Because every aspect of the chosen platform can be managed by AI, I was able to do the following in less than 24 hours.
| Total detection rules | 457,569 |
| Custom detection rules | ~120 |
| MITRE ATT&CK techniques mapped | 26+ |
| Dashboards | 13 |
| Custom visualizations | ~45 |
| Data sources monitored | 25+ |
| Third-party integrations | 6 |
| Active response (auto-block) rules | 10 |
| Anomaly detection models | 5 |
| Threat intelligence IPs tracked | ~6,400 |
| Automated weekly maintenance jobs | 4 |
| Vulnerabilities patched during implementation | 12 |
This was the first time I had ever worked with the platform we chose. We’ll omit the name for obvious reasons.
The 12-Hour Agent
In addition, every 12 hours an agent now looks at everything in the stack, reads the news, reviews the known vulnerabilities for the specific versions we’re running, and produces a report on if and when we should update. When there’s a critical vulnerability, it builds a full update plan including rollback steps automatically.
The Mandate
Here is my prediction:
If you build an application and you are not allowing it to be fully managed by AI agents, you will not survive. If you are looking at purchasing or building software and what you choose does not allow an agent to have full access, you will not survive.
Everything that we create has an API. That is a mandate for everything that we build.
-gw
A technologist and life-long learner with 28+ years in IT. From administering 12,000 systems at Qualcomm to founding and selling companies, he now leads BluWave Consulting Group — building autonomous software delivery systems powered by AI agents. Specialties include agentic AI, solution-oriented consulting, cybersecurity, and turning complex technical problems into simple, elegant solutions.