We build the infrastructure, reliability, and engineering muscle that turns prototype agents into systems your business can depend on.
Bitgeek Technologies is an India-based engineering consultancy. We work with teams shipping AI agents and chat products into production — the messy middle between a working demo and a system real users depend on. We've spent years running Rails, Python, and distributed systems at scale, and we bring that operational discipline to the agent stack.
Tooling, evals, orchestration, memory, and tracing — the plumbing your agents need to be debuggable and improvable.
SLOs, observability, retries, fallbacks, and cost guardrails. Make agent behaviour predictable under real load.
Design, build, and harden conversational agents — from prompt architecture to tool use to handoff flows.
Model selection, prompt and context engineering, RAG, fine-tuning trade-offs, and evaluation pipelines.
Throughput, latency, and cost work for backends under pressure — caching, queues, sharding, the boring wins.
CI/CD, infra-as-code, container and cloud platform work. Stable foundations for fast-moving teams.
Senior Rails help on architecture, upgrades, performance, and long-running codebases that need a steady hand.
Backend services, data and ML pipelines, async workloads — Python by people who've shipped it for a decade.
Pair-programming with Claude Code end to end — hooks, MCP, sub-agents, planning, and workflows that move work forward.
Design, write, and ship reusable Skills for the Claude Agent SDK — idea to versioned, well-evaluated skill in your repo.
Build production apps on the Claude API — prompt caching, tool use, streaming, batch, and cost-aware patterns.
Prompt and context engineering, RAG done right, fine-tuning trade-offs, structured output, shipping models in real products.
Build eval pipelines that tell you what's improving — golden sets, regression tests, tracing, and judge models.
Linux, networking, containers, and cloud platform basics. The bedrock for everything that comes after.
Pipelines, quality gates, environments, secrets, and progressive delivery. From commit to production with confidence.
Backend services, async workloads, packaging, and data pipelines. Production-grade Python.
The language, idioms, and the parts that make Ruby feel like Ruby. A solid base for Rails, scripts, and tools.
Modern Rails for senior engineers — architecture, performance, background jobs, upgrades, patterns that age well.
SLOs, observability, on-call, postmortems, and the discipline that keeps systems trustworthy under load.
Tell us what your team needs to learn. We'll build a focused, hands-on curriculum around your codebase.
Senior engineers, production-first. Tell us what you're shipping. India · hello@bitgeek.in