Hi, I’m Samuel. I’m documenting my DevRel journey as I live it.
This space is where I share thoughts, experiments, wins, and hard lessons from doing developer relations in real time. No heavy tooling. Just honest reflection and practical notes from the field.
Latest Writing
See all posts-
The lethal trifecta in AI agents
When agents can read private data, process untrusted content, and communicate outward, prompt injection becomes a much more serious security problem.
-
How Plan Caching Reduces LLM Agent Costs
Plan caching reuses planning templates across similar agent tasks, cutting cost and latency without throwing away accuracy.
-
Stop filling your agent's context window just because you can
Bigger context windows do not remove failure modes. They create new ones when we stop being intentional about what goes into an agent's context.