Over the last few weeks

Over the last few weeks I've been building Forge-Core, a systems programming project focused on AI-agent infrastructure.

The project started after noticing a recurring pattern in agent frameworks:

Many execution failures don't immediately crash.

The process stays alive. Logs continue flowing. Resources continue being consumed.

Yet the system is no longer progressing toward the intended outcome.

To explore this problem, I built a high-performance telemetry ingestion engine using:

• Native C11 • SIMD processing • Memory-mapped I/O • Multi-threaded pipelines

Current benchmark: 274M+ trace rows/sec

The engineering challenge has been fascinating, but the bigger question is whether infrastructure teams need better ways to identify costly execution anomalies before they become operational incidents.

Still researching.

Still testing assumptions.

Still building.

#SystemsProgramming #AIInfrastructure #OpenSource #Engineering