Bharadwaj Pendyala

> Lead Member of Technical Staff

Senior software engineer at Salesforce focused on enterprise communication systems, AI-enabled workflows, and pragmatic architecture that helps teams ship reliably.

Snapshot

Experience: 12+ years
Current role: LMTS at Salesforce
Focus: Platform systems and AI workflows
Primary stack: TypeScript, Python, AWS serverless

Read latest writing

$ls ~/social

hey@bharad.dev GitHub LinkedIn X

Featured work

Writing and talks on building practical, reliable AI systems.

July 3, 202615 min read

Latest writing

RAG: How an LLM Answers From Documents It Never Saw

A chat model only knows what it saw in training. RAG is the plumbing that lets it answer from your private documents, today's news, or anything it was never trained on: a second kind of model that turns text into coordinates, a database of those coordinates, and a search step that runs before the LLM ever sees your prompt.

Read article

Sep 23, 2026Plano Prompt Engineers

Featured talk

From Intent to Pull Request: Building a Remote Engineering Harness

A stakeholder describes a change in plain language. An agent asks the follow-up questions, implements it on a remote container, runs the checks, records a short video of the behavior, and opens a draft pull request. The stakeholder accepts the behavior; an engineer reviews the code and owns the merge.

Open deck

All posts

Open source

Contributions to the open-source projects I build on.

Aug 2026Agno

Community MVP, August 2026

Agno is one of the most widely used open-source frameworks for building agent systems. Teams build agents with it, serve them through its runtime, and keep the data and the control plane on their own infrastructure.

GitHub stars: 42k+
Downloads a month: 2M+
Forks: 5.8k+

My fix closed a silent correctness bug in the Cohere integration. A falsy check dropped a temperature of zero, so every run that asked for deterministic output quietly fell back to the provider default. Nothing errored. Teams were left chasing randomness they had already switched off. The fix ships to everyone on that path. Agno named it in the August community roundup (opens in new tab).

Agent frameworksLLM providersDeterminism

Read the announcement View the pull request

Results at a glance

Selected highlights from professional engineering work.

Years in Engineering

12+

Building software, automation, and platform systems

Years at Salesforce

Growing into lead-level engineering ownership

Current Scope

Org-wide

Workflow platforms, delivery enablement, and AI adoption

Open Source

Agno

Merged upstream fix, named a Community MVP for August 2026

How I work

The principles behind the work featured above.

What I build

•Enterprise workflow and communication systems that support high-trust delivery.
•AI-enabled internal tools that reduce manual coordination and improve usability.
•Platform migrations that improve reliability, observability, and operational clarity.
•Reusable engineering patterns that help teams ship faster without losing quality.

How I deliver

•Take ownership of ambiguous platform problems and turn them into shippable systems.
•Bridge product, engineering, and stakeholder needs with practical technical decisions.
•Lead rollout readiness through testing, incident response, documentation, and support.
•Apply AI tooling in ways that improve real engineering velocity instead of adding noise.