We design and build production-grade, highly portable agentic systems. By decoupling framework runtime from gateway control and instrumentation, we eliminate vendor lock-in.
Most agentic projects suffer from tight coupling to provider SDKs and specific telemetry backends. Our design proves that framework independence and complete observability is a routing decision, not a codebase rewrite.
Deploy specialized agents utilizing the best-suited framework (LangGraph for structured stategraphs, Google ADK for raw simplicity, CrewAI for role-playing, Pydantic AI for type-safe validation).
All framework communications pass through a LiteLLM adapter. Swap providers, models, or context sizes via configuration files without changing application code.
Intercepts and handles request retry policies, cache hits, model fallbacks, and security guardrails in one centralized proxy container.
Instrumentation layer captures semantic traces using OpenTelemetry and OpenInference standards, feeding any destination backend transparently.
Automated evaluation suites (DeepEval, Ragas, Braintrust) run assertions on agent trajectories, guarding against regressions, latency creep, and hallucinations.
Click on different Frameworks or Observability platforms below to see how our OpenTelemetry collector adapts routing and configurations instantly.
Notice how the application code imports no provider SDKs directly. The OTel collector handles routing rules globally by matching the agent.id resource attribute.
Four frameworks built to meet high-performance functional targets. Click on any agent to inspect its graph topology, tools, and telemetry routing details.
Decomposes a research question into sub-questions, fans out parallel web-search branches, then synthesizes a cited markdown report.
Scans an inbox, classifies each message with a rubric, proposes actions, and drafts replies without writing back before approval.
Coordinates open slots, drafts meeting briefs, and reconciles scheduling conflicts through a crew of specialized roles.
Runs a typed analyze, decide, and report pipeline over structured data with schema validation and visible retries.
Finds recurring personal workflow friction and suggests small, practical optimizations.
Combines current trends with regional context to create culturally specific remixes and commentary.
Finds comparable offers, combines discounts, and returns structured purchase options.
Tracks dream notes over time, identifies recurring patterns, and turns them into an evolving narrative.
Surfaces practical, locally grounded responses to recurring community problems.
Start a live web-research run, watch named gateway events stream into the timeline, and open the configured observability trace for the same run.
Runs through the configured per-agent gateway with bounded cost, step, and timeout caps. The execution page streams the real SSE timeline instead of simulated console output.
Need custom, decoupled agentic workflows? We specialize in setting up corporate gateways, OTel pipelines, and custom agents that scale safely inside your infrastructure.
aru@jugaadagents.com
Atlanta, GA
Hyderabad, India