engblogs

A technical overview of Praktika's conversational approach to language learning, detailing dialogue-driven interaction, personalization, and scalable, data-informed architecture.

A practical, technically oriented guide to using films to boost English language learning, detailing how dialogue, narration, and diverse accents in movies can enhance speaking, listening, and vocabulary, with genre- and skill-based selection strategies.

How Salesforce's Agentforce secures AI agents at scale with a layered access-control plane that enforces authentication, authorization, and request integrity at the edge, defending multi-tenant blast radius while enabling 11M+ daily calls and robust observability.

Explores how Databricks-powered GenAI and partner AI solutions—enabled by Agent Bricks, Unity Catalog, and Lakehouse governance—are delivering measurable industry outcomes across healthcare, finance, telecom, life sciences, and retail.

Thomson Reuters built a scalable, secure agentic platform engineering hub on Amazon Bedrock AgentCore, orchestrating autonomous service agents (Aether) with TRACK and human-in-the-loop validation to automate cloud provisioning, database patching, and ISRM-compliant operations.

Unpacks DiffuCoder, a 7B masked diffusion model for code generation, detailing denoising dynamics, how sampling temperature reshapes generation order, and a novel coupled-GRPO RL training scheme that reduces autoregressive bias and boosts performance.

Databricks builds SAFE, an in-house feature flagging and experimentation platform, to decouple deployments from feature enablement and enable safe, scalable, low-latency rollouts across thousands of services while maintaining reliability.

A practical, hands-on guide to Gemini CLI—from installation to advanced workflows—covering context management with GEMINI.md, extensibility through Model Context Protocol (MCP) and extensions, and real-world use cases in software development, data analysis, and content creation.

Technical guide to architecting Amazon Bedrock AgentCore episodic memory, detailing episode extraction, memory storage, reflection, and benchmarks to enable agents to learn from past experiences across sessions.

A practical, one-line guide to building a production-grade Information Extraction workflow with Databricks Agent Bricks to convert FDA CRL PDFs into structured insights, emphasizing SME–engineer collaboration, formal evaluation, and scalable deployment.

Announcing BlackIce: a containerized, open-source red-teaming toolkit that bundles 14 AI security tools into a reproducible Docker-based environment for rapid prompt injection, data leakage, hallucination, and adversarial ML testing, with MITRE ATLAS and Databricks AI Security Framework alignment.

From ideation to global deployment, FOX—BASF’s AI-powered digital assistant for Finance and Controlling built on the Databricks platform and integrated with Teams—drives scalable, trusted insights and streamlined work across BASF.