A demo is not a product.

An agent that demos well and one your users can rely on are two different products. The gap is evals, observability and hardening. That gap is my job.

hello@imsanti.devTake the 2-minute reliability check →
AGENT RELIABILITY — BCNEVALS · OBSERVABILITY · HARDENINGEST. 2026
THE AUDIT

Two weeks on your real agent.

Agent Production Readiness Audit, fixed price. Conversational, RAG and tool-using agents on web or WhatsApp. If yours is robotics, RL or trading, I'll say so and point you somewhere better.

PHASE 01

Where it fails, and why

A map of the failure modes of your actual system, not a generic checklist.

PHASE 02

Sample evals on your use case

Working eval harness seeded with your real traffic, ready to extend.

PHASE 03

A hardening plan

Prioritized, concrete, and runnable by your own team.

PHASE 04

No findings, no invoice

If the audit surfaces nothing actionable, you don't pay it.

Not sure where your agent stands? Take the 2-minute reliability check.

Run the scorecard →
LAB NOTES

Proof, in public.

Writeups and autopsies from real agent systems. New entries weekly.

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COMING SOONAnatomy of a WhatsApp agent that survived 40k conversations
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