Agent Operations
- Monitoring of agents in production: accuracy, latency, exceptions, token spend
- Incident response, on-call runbooks, and rollback of prompt, model, and workflow releases
DailyMind LTD · Cyprus · EU
Infrastructure and Operations for AI Agents
SRE, DevOps, and AgentOps for software that agents build and run: production readiness, incident response, cost control, and audit evidence for regulated EU teams.
Plus systems engineering for machine tools and industrial equipment, from idea through production.
Why Now
Agent-built code passes review and breaks in production
82%
of technology leaders had a production failure tied to AI-generated code in the past six months
78%
report more production incidents once AI-generated code ships
94%
still rated AI-generated code higher quality at review
Source: New Relic, State of AI Coding 2026: survey of 200 US technology decision-makers
Agent Ops
Run agents like production systems
Reliability, security, cost, and evidence for agents and the software they write.
Reliability for Agent-Built Software
- Production-readiness review of AI-generated code: secrets, auth, database access, migrations
- CI gates, tests, and observability before anything ships
Audit Evidence
- Run logs and change history for what agents did, when, and with which permissions
- Evidence that supports DORA, NIS2, EU AI Act, and GDPR reviews
AI FinOps & Scaling
- Token-cost attribution, model routing, caching, and budget controls
- Multi-agent harnesses with review loops that run until clean
How we work
Step 1 · fixed scope
Readiness review
We review how your agents and agent-built code reach production, and hand you a ranked list of reliability, security, cost, and evidence gaps.
Step 2 · monthly
Operate
We run the agent operations with you: monitoring, incidents, releases, cost reports, and the audit trail behind them.
Step 3 · your team owns it
Hand over
Runbooks, dashboards, and harnesses stay in your repositories, so your engineers can run them without us.
Where We Come From
Track Record
15+ years of enterprise technology before building our own products
Citibank
AML/KYC onboarding systems for Citi, the leading global bank serving over 200 million customer accounts across 160+ countries.
Huawei Technologies
Static code analysis, 5G, IoT, and cybersecurity solutions for the leading global provider of information and communications technology.
Megalabs
Video subscriptions service consulting.
Services
Security, compliance, and infrastructure engineering
For digital systems, machine tools, and industrial equipment.
Security
- Cybersecurity threat assessments
- Security-first CI/CD and automated vulnerability scanning
- Blockchain transaction and financial correctness reviews
- Security guardrails for production services
Compliance
- Notabene Travel Rule integrations
- Regulatory compliance engineering
- GDPR-readiness checks
Infrastructure
- Infrastructure as code, understandable by engineers and AI agents
- Observability and monitoring
- Working operational processes and workflows
- Self-hosted, privacy-first retrieval (RAG) for sensitive knowledge
Systems Engineering
- Low-level programming and hardware applications
- Machine tools and industrial equipment, from idea through production
Selected Work
Cases across software and hardware
Examples of products and systems built across different domains.
Systems engineering
Systems Engineering for Machine Tools and Industrial Equipment
Low-level programming, hardware applications, and production delivery for machine tools and industrial equipment.
Regulatory terminology governance
Terminology Compliance for Robotics and Automotive
Controlled regulatory terminology for robotics, automotive, and machine-tool documentation, with approval workflows, audit trails, and terminology-drift detection.
Privacy and workflow automation
GDPR-Compliant Data Synchronization
GDPR-compliant data synchronization, automating a multi-hour onboarding workflow.
Mobile and platform engineering
LinkedIn Publishing Service
iOS application in Swift, Go backend, Ansible infrastructure, and security guardrails.
Legal workflow automation
Legal Audit-Trail Reconciliation
Automated audit-trail analysis and reconciliation for Cyprus; work in other countries requires further development.
HR analytics
HR Communication Observability
Analysis of communication patterns for soft skills and performance signals.
Professional Membership
DailyMind is a Corporate Member of the Cyprus Compliance Association
Supporting professional standards, knowledge exchange, and stronger compliance practice in Cyprus.
View CCA Corporate MembershipKaterina Bletsch
Founder & CEO, DailyMind LTD
Engineer and product builder with 15 years in enterprise technology: security-first CI/CD and GDPR data work at Citibank; backend, platform, and 5G security at Huawei. I now combine customer research, product ownership, and engineering to take digital and hardware products from idea to production.
Recent work: SRE for a 100+ chain blockchain data pipeline, and sole ownership of crypto node operations and compliance integrations. DailyMind's own products are maintained with multi-agent pipelines, including nightly review-and-fix loops. Based in Cyprus, I bring that operating discipline to teams running agents in production.
Let's talk
Running agents in production, or about to? Share your setup and what worries you about it.