Tools for Building Deterministic LLM Systems
uttu It’s hard to imagine a world without LLMs nowadays. I rarely reach for Google when ChatGPT can provide…
Software
The Developer’s Guide to Local LLMs: Building, Running, and Scaling With Ollama
Firstly, LLMs are already widely used for working with unstructured natural data in general. Additionally, they excel at…
How to Build Permission-Aware Retrieval That Doesn't Leak Across Teams
LLM assistants or chatbots are very good at connecting the dots, which is exactly why they can be…
The Future of B2B Commerce with Salesforce Commerce Cloud
For years, B2B commerce moved at its own pace. Sales reps handled relationships, pricing lived in spreadsheets, and…
From On-Call to On-Guard: Hardening Incident Response Against Security-Driven Outages
The pager doesn’t care why production is burning. A compromised credential chain triggering mass file encryption demands the…
10 Go Best Practices Every Backend Developer Should Know
Go has become a cornerstone language for building scalable backend services, cloud-native applications, and DevOps tooling. While Go’s…
Production-Ready Observability for Analytics Agents: An Open Telemetry Blueprint Across Retrieval, SQL, Redaction, and Tool Calls
An analytics agent works great in demos: ask a question, and it fetches context, runs SQL queries, and…
Mastering the Gemini 3 API: Architecting Next-Gen Multimodal AI Applications
The landscape of large language models (LLMs) has shifted from text-centric interfaces to truly multimodal reasoning engines. With…
The new role of QA: From bug hunter to AI behavior validator
Picture this: You’re testing a new AI-powered code review feature. You submit the same pull request twice and…
Why “At-Least-Once” Is a Lie: Lessons from Java Event Systems at Global Scale
At-least-once delivery is treated like a safety net in Java event systems. Nothing gets lost. Retries handle failures.…