December 16, 2025 at 01:37 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Data teams have spent years juggling data lakes for flexibility and data warehouses for fast analytics. Meanwhile, AI has stepped into the spotlight—demanding scalable storage, high‑quality features, real-time pipelines, and strong governance. […]
December 18, 2025 at 12:16 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content Building reliable, scalable multi‑agent systems isn’t just about giving different LLMs different jobs. It’s about coordination, communication, and control. That’s where LangGraph shines. It turns agent workflows into explicit graphs—so you can
Agent Orchestration and Agent‑to‑Agent Communication with LangGraph: A Practical Guide Read More »
December 18, 2025 at 12:06 PM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content Choosing between Hugging Face’s open‑source ecosystem and OpenAI’s proprietary APIs is one of the most important decisions teams make when building technical NLP solutions. Whether you’re extracting entities from specs and logs,
Hugging Face vs OpenAI: Which Models Win for Technical NLP? Read More »
December 18, 2025 at 11:54 AM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content AI agents are moving from demos to dependable business systems. If you’re planning automations that research, reason, call APIs, and take action, two frameworks will likely appear on your shortlist: LangChain and
LangChain vs Agno: How to Choose the Right AI Agent Framework for Your Use Case Read More »
December 17, 2025 at 11:40 AM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content When you embed analytics into your product or expose APIs for partners, authentication becomes more than a checkbox—it’s the backbone of trust. JSON Web Tokens (JWTs) are a popular way to secure
JWT Done Right: Secure Authentication for APIs and Analytical Dashboards Read More »
December 17, 2025 at 11:35 AM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content AI assistants are rapidly moving from single-user pilots to team-wide copilots embedded in tools like Slack, Jira, Salesforce, and internal portals. That shift demands reliable multi-user access, strong isolation, enterprise-grade security, and
December 16, 2025 at 01:24 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Modern teams don’t need yet another single-user bot. They need secure, scalable, multi-user agents that can serve entire departments—each person with their own permissions, data boundaries, tools, and context. The Model Context
December 16, 2025 at 12:32 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content AI can’t be an afterthought when it comes to privacy and compliance. If your LLM-powered workflows handle customer data, you’re responsible for protecting personally identifiable information (PII), honoring consent and retention policies,
We know that generative artificial intelligence has transformed the speed of software development. However, generating lines of code faster does not solve old engineering challenges: complexity, lack of standardization, and maintenance difficulties. The promise of creating complex solutions in record time is tempting, but for companies that need stability and security, this speed can hide
The safe path to professional AI agents: why Spec-Driven Development is a trend? Read More »
How to Use Hugging Face for Enterprise AI: A Practical Blueprint for Secure, Scalable, and Cost-Effective Models December 01, 2025 at 04:20 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content Thinking about bringing open-source AI into your organization—but not sure how to do it securely,