Bassam Ismail
Engineering leader. Lifelong tinkerer. Occasional writer.
I lead engineering teams and shape technical direction. I started hands-on and never fully put it down. I still build small tools and run a few services of my own. I write here about the work, the decisions, and the people behind both.
↳SeriesAll →
Forward Deployed Engineering
8 parts
Field notes on turning customer ambiguity, access constraints, rollout pressure, and implementation work into reusable product leverage.
Agent Operating Notes
15 parts
Short operating notes from redacted Claude and Codex sessions: boundaries, prompts, failure modes, and team practices for AI-assisted engineering.
Building a Slack Engineering Agent
4 parts
How a multi-tenant Slack agent turns an @-mention into a pull request: the end-to-end path, the Postgres-backed task queue, the single policy gate that keeps an autonomous agent safe, and the ports-and-adapters spine that holds it together.
↳WritingAll →
Latest
Mining Huge AI Session Transcripts Without Drowning in Them
AI transcript mining needs evidence-first search, narrow excerpts, and claim labels before large agent logs become source material.
When Editorial Quality Scores Stopped Being the Right Sort Order
AI editorial workflow boards should separate freshness, quality, and actionability so reviewers see new candidates first.
Choosing Real-Time Commit Story Mining Over Bulk GitHub Indexing
Commit story mining works better when agents observe intent in real time instead of indexing every repository change first.
Typed Intent Routing Before an Agent Touches the Broker
Typed intent routing makes model-assisted agent routing usable only when scope, schema, approval, and audit evidence gate execution.
↳NowUpdated June 2026
Leading
Engineering at Axelerant, working across the stack, end to end.
Mentoring
Growing engineers into their first lead and manager roles.
↳Elsewhere