Blog
Evaluating AI Agents: Evals for Reliable Production Systems
Evaluating AI agents requires repeatable evals for outcomes, tool calls, cost and safety before model or workflow changes reach production.
AI Agent Security: Runtime Boundaries Instead of Blind Trust
AI agent security requires sandboxing, least privilege and approval boundaries. How software teams keep autonomous workflows under control.
EUDI Wallet for Software Companies: Integration Beyond Login
The EUDI Wallet changes digital identity in Europe. What software teams should clarify around integration, privacy, and backend architecture.
Coding Agent Benchmarks: What SWE-bench Really Measures for Companies
Coding agent benchmarks such as SWE-bench support initial comparisons. Companies must also measure cost, review effort, and codebase fit.
Durable Execution for AI Agents: Reliable Workflows Instead of Endless Loops
Durable execution makes AI agent workflows resumable and auditable. What teams must clarify about state, retries, approvals and side effects.
LLM Evaluations for Product Teams: Measuring AI Feature Quality
LLM evaluations help product teams control quality, risk and cost of AI features before rollout and make model changes safer for users.