Article
Productionizing Agent Workflows: LangChain, AutoGen, and Llama
From notebooks to robust services
Turn prototypes into reliable services with workflow graphs, tool adapters, and structured telemetry. We compare LangChain, AutoGen, and custom orchestrators with open-source LLMs.
Checklist
- Versioned prompts
- Typed tool contracts
- Tracing (OpenTelemetry)
- Guardrails & rate limits
More technical articles
Building Systematic AI Agents with Open-Source LLMs
A practical blueprint using Llama, Mistral, and LangChain
Evaluating AI Agents: Metrics, Traces, and Safety
A practical framework for agent evaluation
Big Prometheus at Scale: Pros, Cons, and a MoSCoW Map of Observability Tools
TenthMatrix rewrite of the Big Prometheus problem space: Thanos, Cortex/Mimir, VictoriaMetrics, M3/Chronosphere — plus MoSCoW across OTEL, Grafana, SaaS APM and more