Software engineer and indie hacker building systems at the intersection of AI, security, and developer tooling.https://0xbenzo.dev/en-ushttps://0xbenzo.dev/blog/building-grpc-server-client-go/https://0xbenzo.dev/blog/building-grpc-server-client-go/Learn how to build your first gRPC application in Go by creating a simple server and client that communicate using Protocol Buffers.Sun, 05 Jul 2026 00:00:00 GMThttps://0xbenzo.dev/blog/caching-guide/https://0xbenzo.dev/blog/caching-guide/A comprehensive guide to understanding caching, why it exists, how it works, cache eviction algorithms like LRU, LFU, FIFO, ARC, TinyLFU, and how modern systems use them.Wed, 01 Jul 2026 00:00:00 GMThttps://0xbenzo.dev/blog/create-you-own-flask/https://0xbenzo.dev/blog/create-you-own-flask/I created my own web framework like flask with the unix SOCKET apiSun, 01 Dec 2024 00:00:00 GMThttps://0xbenzo.dev/blog/hello-world/https://0xbenzo.dev/blog/hello-world/Why I build, write, and research. An introduction to the systems, security challenges, and design philosophies driving my current work.Thu, 25 Jun 2026 00:00:00 GMThttps://0xbenzo.dev/blog/opentelemetry-guide/https://0xbenzo.dev/blog/opentelemetry-guide/Learn what OpenTelemetry is, why modern applications need observability, and how telemetry data flows from your application to monitoring platforms like Grafana, Jaeger, Prometheus, Splunk, or Elastic.Sun, 28 Jun 2026 00:00:00 GMThttps://0xbenzo.dev/blog/securing-multi-agent-systems/https://0xbenzo.dev/blog/securing-multi-agent-systems/An analysis of security vulnerabilities inside multi-agent LLM systems and design methodologies to sanitize inputs across agent hops.Fri, 26 Jun 2026 00:00:00 GMThttps://0xbenzo.dev/blog/suricata-threat-detection-guide/https://0xbenzo.dev/blog/suricata-threat-detection-guide/A comprehensive guide to Suricata, its architecture, rules, deployment modes, and integration with modern SIEM platforms.Sat, 04 Jul 2026 00:00:00 GMThttps://0xbenzo.dev/blog/understanding-grpc-and-protobuf/https://0xbenzo.dev/blog/understanding-grpc-and-protobuf/Learn what gRPC and Protocol Buffers are, how they work together, and why they have become the preferred communication technology for modern microservices and cloud-native applications.Sun, 05 Jul 2026 00:00:00 GMThttps://0xbenzo.dev/blog/understanding-model-parameters/https://0xbenzo.dev/blog/understanding-model-parameters/An explanation of how parameters are used during LLM inference, and the key differences between total and active parameters in Dense vs Mixture of Experts (MoE) architectures.Mon, 29 Jun 2026 00:00:00 GMThttps://0xbenzo.dev/blog/understanding-siem-indexers/https://0xbenzo.dev/blog/understanding-siem-indexers/Learn how SIEM indexers work, why they are essential for security operations, and how platforms like Splunk and Wazuh implement indexing to process billions of security events efficiently.Sun, 28 Jun 2026 00:00:00 GMThttps://0xbenzo.dev/blog/understanding-std-unordered-map-internals/https://0xbenzo.dev/blog/understanding-std-unordered-map-internals/A deep dive into the inner workings of C++ std::unordered_map, exploring hash functions, bucket allocation, separate chaining, load factors, and rehashing.Thu, 09 Jul 2026 00:00:00 GMThttps://0xbenzo.dev/blog/vllm-inference-engine/https://0xbenzo.dev/blog/vllm-inference-engine/An exploration of how vLLM serving is optimized using Continuous Batching and PagedAttention.Sat, 04 Jul 2026 00:00:00 GMT