Embed an experienced AI engineer into your Dunsmuir team to build autonomous workflows.
For your Dunsmuir business.
Trusted by companies across the USA
A timber and hospitality business operating near the Sacramento River in Dunsmuir, California needed to automate 340 weekly customer reservation inquiries that arrived outside operating hours. Their existing support team was spending four hours every morning manually sorting emails, checking cabin availability, and responding to basic scheduling questions. They did not want a rigid chatbot with static rule trees that frustrated users when a request fell outside standard parameters. Instead, they needed a developer who could build autonomous workflows capable of reasoning through complex booking constraints and executing multi-step tasks.
We matched them with an AI agent developer from our India-based team who spent the first week auditing their reservation database and customer email logs. Using Python combined with LangChain, the developer built a custom system that retrieved accurate availability from their booking software while maintaining conversational context. The agent used function calling to securely check room statuses and drafted precise responses for human review before sending. This reduced morning sorting time from four hours down to 18 minutes while handling seasonal traffic spikes without dropping a single inquiry.
Building reliable autonomous agents requires more than wrapping an LLM in a basic script. Most projects fail when developers underestimate the difficulty of handling messy data inputs, infinite loops in tool execution, and unexpected API timeouts. Our engineers use LangGraph to structure agent decision loops into deterministic state machines so the system knows precisely when to pause, ask for clarification, or execute a function. We connect these agents to vector databases for rapid document retrieval and ensure every tool use follows strict authorization checks.
When you bring on a dedicated engineer through our hourly model, you get a full-time professional who integrates directly into your daily sprint cycle. Operating since 2015, we provide remote engineering talent to companies across 20+ countries with clear communication schedules overlapping US business hours. Your developer participates in your Slack channels, joins your daily standups, and pushes code directly to your GitHub repository. You retain complete ownership of every line of code written on day one.
We use LangGraph to prevent agent loops and ensure predictable execution paths for your systems in Dunsmuir.
Your developer joins your existing Slack workspace and GitHub repository with daily overlap for US hours.
Every prompt template, vector embedding pipeline, and Python script belongs to you from the first commit.
Over a decade of custom software engineering experience delivering reliable backend systems for businesses.
We wire agents to execute secure SQL queries and REST API calls without exposing sensitive endpoints.
Adjust your developer hours up or down as your workflow automation roadmap evolves across California.
Dedicated developer focused entirely on your autonomous agent architecture.
Ideal for adding agent capabilities to an existing software product.
Scale engineering hours up or down based on current sprint demands.
We discuss your workflow automation goals, data privacy requirements, and technical constraints.
We match you with an engineer whose background in Python and vector databases fits your exact use case.
Your developer reviews your codebase, sets up local credentials, and studies your business logic.
We establish sprint backlog items and begin building the initial agent decision graph.
Your engineer commits code daily, participates in standups, and demonstrates working agent builds.
"Ritik and his team at Aneri Developers are top notch! We have been working together for almost 2+ years now and the project continues to evolve exactly how I had envisioned it. His communication is amazing and his attention to detail is even better! The mobile app and back office that we have created has freed up so much of my day to day while also giving my clients much better transparency and service in return too. His pricing is very fair and I feel extremely lucky to have him helping behind the scenes and growing my business! I look forward to all our future endeavors and continued success. Thank you!"
"I used Aneri Developers to build a campaign website. They were responsive, creative and handled any web-site related problems promptly. The turnaround time to implement updates was impeccable. Rutvik was also very patient and gracious. I recommend Aneri Developers for your website development needs."
"Great developer. On Time. Reasonable pricing. I trust working with him. We have an on going business now!"
Schedule a call to talk about your workflow automation goals and meet your dedicated developer.
For your Dunsmuir, California business.