Author

Pedro Pinho

Chief Executive Officer

Articles by Pedro Pinho

How to Secure and Observe Agent Memory in Production

A practical guide to securing and monitoring agent memory in production, from access control and audit trails to runtime visibility and retention discipline.

Pedro Pinho·19/May/2026

agent-securityobservabilityagent-memorypostgresqlauditability

tutorials·5 min read

Redis and PostgreSQL Together for AI Agents: Cache Fast, Store Truth in Postgres

A practical hybrid architecture for AI agents: use PostgreSQL for durable workflow truth and Redis for the short-lived acceleration layers that actually need it.

Pedro Pinho·19/May/2026

redis-postgresqlai-agentscachesession-statehybrid-architecture

tutorials·5 min read

How to Migrate Agent Memory from Redis to PostgreSQL Without Breaking Sessions

A practical migration path for teams moving agent memory from Redis to PostgreSQL without risking broken sessions, messy cutovers, or silent state loss.

Pedro Pinho·19/May/2026

redis-migrationpostgresqlagent-memorysession-statecutover

tutorials·6 min read

How to Design a PostgreSQL Schema for Agent Memory and Session State

A practical guide to modelling agent sessions, messages, tool runs, and memory snapshots in PostgreSQL without turning production state into one giant JSON blob.

Pedro Pinho·19/May/2026

postgresql-schemaagent-memorysession-stateai-agentsjsonb

industry insights·4 min read

Law 83/2017 and Real Estate Agents: The Complete AML Compliance Guide

Everything Portuguese real estate agents (mediadores imobiliários) need to know about Law 83/2017 and AML obligations before the IMPIC: identification, suspicious operation reporting, and penalties.

Pedro Pinho·19/May/2026

lei-83-2017impicamlreal-estatemediadores-imobiliarios

product·5 min read

AI Governance Is Not a Policy Document: It Is an Operating Model

AI governance works only when it shapes delivery, ownership, and monitoring. The companies moving well here are building operating models, not policy binders.

Pedro Pinho·10/May/2026

ai-governanceoperating-modelai-risk-managementproduct-governanceai-compliance

industry insights·6 min read

Pinecone vs Modal: Which AI Stack Layer Are You Actually Buying?

Pinecone and Modal are not direct substitutes. One solves retrieval. The other solves execution. Strong AI architecture starts by separating those decisions.

Pedro Pinho·10/May/2026

pinecone-vs-modalvector-databaseai-infrastructureretrieval-architectureserverless-compute

engineering·4 min read

Why NeMo Guardrails Is Better Than Guardrails AI for Safer LLM Applications

NeMo Guardrails is usually the better choice than Guardrails AI when a team needs a more defensible production path, stronger control, and clearer operational trade-offs.

Pedro Pinho·04/May/2026

guardrails-ai-vs-nemo-guardrailsllm-safetyai-securitypolicy-controlsresponsible-ai

engineering·4 min read

Why Langfuse Is Better Than OpenLIT for LLM Observability and Tracing

Langfuse is usually the better choice than OpenLIT when a team needs a more defensible production path, stronger control, and clearer operational trade-offs.

Pedro Pinho·04/May/2026

langfuse-vs-openlitllm-observabilitytracingai-monitoringprompt-ops

engineering·4 min read

Why Modal Is Better Than Runpod for Shipping AI Workloads Faster

Modal is usually the better choice than Runpod when a team needs a more defensible production path, stronger control, and clearer operational trade-offs.

Pedro Pinho·04/May/2026

modal-vs-runpodai-workloadsgpu-deploymentmlopsserverless-gpu