Enrico Teotti | Technical & Product Consultant

A concrete example of using an AI agent to explore a GitOps repo, find a production-only CronJob, map confusing stage/staging overlays, and generate infrastructure documentation.

Precision and recall separate two kinds of classifier error that a single accuracy number hides.

A practical guide to building eval systems for LLM prompts in production: project structure, test datasets, output formats, and the blind spots most teams miss.

Vague tickets stall software development.

A client shipped an 80-prompt LLM pipeline with no evals, no audit trail, and no dashboards.

AI agents won't ship features while you sleep (yet), but they will change who can contribute to your codebase

A legacy LLM classifier was missing 32% of the jobs it was built to find.

How connecting an LLM agent to Sentry, Posthog, and a production database helped me cut a 32-second p95 to 600ms

AI LLM with your production database and application source code can help you debug and triage issues in minutes

A practical guide to writing bug reports engineers want to pick up — with templates, examples, and prioritization guidelines.

Connecting AI agents to your database via MCP?

Your product roadmap is a shopping list.

An LLM is a brain thinking with its eyes closed.

Shipping LLM features without standards means flying blind.

People tend to use virtual and online interchangeably but they carry different meaning.

What are the key questions that you ask in your sprint retrospectives?

Can a metaphor help your Agile Retrospective?

Do you feel like your Agile Retrospective is only tackling low hanging fruit and missing out on real improvements?

In this post I share the chat I had with folks from HSD sharing my wicked issue of Agile Retrospectives missing out on reflection

How I ask for questions and antipatterns

In this post I describe my journey in to the visualization world with links to resources that helped in my progression and that I wish I had on day 1

This article is for facilitators holding space and organizers of Open Space events that moved or want to move online.

Many factors--specific to your context--can reduce the effectiveness of a retrospective and cause frustration and mistrust in the group.

This is a summary of what I learned--circa 15 months ago--about big picture event storming during a two day workshop with Alberto Brandolini creator of Event Storming.

This is a summary of what I learned--circa 15 months ago--about big picture event storming during a two day workshop with Alberto Brandolini creator of Event Storming.

Brief explanation of how I do remote visual facilitation with iPad pro and screen sharing.

This post assumes you know what a retrospective is and focuses on an activity to set the stage challenging what Kert's prime directive means to the group.

This post assumes you know what a retrospective is and focuses on Kerth's prime directive to ensure the facilitator can answer common challenges and confidently explain it to the group.

Retrospectives should be a core practice for any team but you must have a way to measure their success and team engagement otherwise they can become just another meeting.