Category
Posts about Engineering
Tolky blog articles about Engineering.

Gupshup, BSUID, and Usernames: What Changes in WhatsApp Business in June 2026
Gupshup created an identity layer for Meta's transition to BSUID and usernames on WhatsApp Business. Learn how the feature toggle, Identity Graph, parked messages, and business username APIs affect your operation.

Marlos Carmo
July 1, 2026
·
9 min read
Engineering

How Conversational AI Integration with Legacy Systems Works (CRM, ERP, APIs)
Discover the engineering behind Autonomous AI Agents: how Language Models (LLMs) communicate in real time with legacy CRMs and ERPs through corporate APIs.

Marlos Carmo
June 6, 2026
·
7 min read
Engineering

4 million AI messages a month: why relational AI demands real infrastructure
We crossed the mark of 4 million AI messages processed every month. Behind that number is an engineering decision: treating conversational AI as critical infrastructure, robust, observable and built for companies that can't afford downtime.

Marlos Carmo
June 3, 2026
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9 min read
Engineering

BSUID and Usernames on WhatsApp: Meta's Biggest API Change in Years
Meta is replacing the phone number as the primary user identifier in WhatsApp Business. Understand what BSUID is, why it changes everything in your CRM, and what to do before June 2026.

Marlos Carmo
May 21, 2026
·
19 min read
Engineering

AI Agent Orchestration: Architecture and Best Practices for Enterprises
Multi-agent systems are the current frontier of AI applied in companies. Understanding how agents collaborate, specialize, and coordinate and how to abstract this complexity for non-purely technical teams is what separates toy implementations from those that go to production.

Marlos Carmo
May 21, 2026
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11 min read
Engineering

Security and Data Privacy in Enterprise AI Platforms
The biggest barrier to purchasing enterprise AI is not price or integration. It is data trust. CISOs, DPOs, and Legal Directors have concrete reasons to question how AI platforms handle sensitive customer data and this guide presents what to check before signing any contract.

Marlos Carmo
May 21, 2026
·
12 min read
Engineering