https://imazhar101.dev/blog/ I specialize in building and leading cloud platforms, developer tooling, and AI / agentic systems — from backend architecture to shipping open-source Model Context Protocol servers. en-us https://imazhar101.dev/2026/10/25/first-agent-was-a-text-file/ https://imazhar101.dev/2026/10/25/first-agent-was-a-text-file/ Sun, 25 Oct 2026 00:00:00 GMT No framework, no platform. One markdown file of instructions and a folder it could read and write. It got further than it had any right to, and the ways it fell over set up everything that came after. agents memory https://imazhar101.dev/2026/10/24/why-a-fleet/ https://imazhar101.dev/2026/10/24/why-a-fleet/ Sat, 24 Oct 2026 00:00:00 GMT I started with one assistant for everything. It worked until the context from every task started bleeding into every other one. This is the first post in a series on what I built instead, mistakes included. agents fleet https://imazhar101.dev/2026/10/23/tools-it-cant-see/ https://imazhar101.dev/2026/10/23/tools-it-cant-see/ Fri, 23 Oct 2026 00:00:00 GMT Hiding 1,111 tool schemas from the model was the easy part. Getting it to reliably call tools it can no longer see is the work worth writing down. mcp tooling https://imazhar101.dev/2026/10/22/too-many-tools/ https://imazhar101.dev/2026/10/22/too-many-tools/ Thu, 22 Oct 2026 00:00:00 GMT My gateway fronts 1,111 tools. Loading their schemas up front costs 289,874 tokens before the model reads a single instruction. The fix is to stop loading them. mcp tooling