Embed an experienced AI Agent Developer into your team for Python and LangChain engineering.
For your Hercules business.
Trusted by companies across the USA
A supply chain logistics firm near the Hercules waterfront spent weeks dealing with customer service inquiries that required checking inventory records across three separate databases. Their support team was burning hours manually cross-referencing shipping manifests with supplier logs. By bringing on an AI Agent Developer, they built an autonomous system that queries their database directly and drafts accurate response emails in seconds. This kind of custom automation relies on deep expertise rather than generic scripts.
Building reliable autonomous agents requires careful handling of context windows and retrieval errors. When we construct these systems using Python and LangChain, we design explicit boundaries so the agent knows when to stop and ask for human confirmation. If a function call fails or returns ambiguous data, the model falls back safely instead of hallucinating an answer for your customers. You retain complete ownership of every script and model integration from day one.
We operate entirely as a remote team based in India, supporting companies across California with daily overlap during US business hours. You get a dedicated engineer who joins your existing Slack channel, participates in your daily standups, and pushes code directly to your GitHub repository. Operating since 2015, we have found that direct communication and transparent code reviews matter far more than geographic proximity when building complex software.
Working with an hourly dedicated developer gives you the flexibility to scale engineering capacity up or down as your automation roadmap evolves. Whether you need to implement vector databases for semantic search or configure OpenAI API function calling for complex multi-step tasks, your developer focuses exclusively on your product. Let us match you with an engineer who fits your stack.
Your developer commits code directly to your repositories every day so you maintain total visibility into the build process in Hercules.
Team members overlap with Pacific time zones to ensure seamless daily communication through Slack and Zoom.
Every prompt template, vector index, and Python module belongs to your business from the first commit onwards.
We test every candidate on actual state management and tool use patterns before they ever join your team.
Over a decade of remote software delivery experience supporting growing companies across California.
Adjust your developer hours month by month as your agent architecture moves from prototype to production.
Dedicated engineer working exclusively on your AI workflows during your normal business hours.
Ideal for mid-stage projects requiring steady iteration on existing LangChain pipelines.
Scale hours up or down dynamically as your agent testing requirements fluctuate.
Combine frontend, backend, and AI specialists to build complete autonomous systems.
We discuss your specific workflow bottlenecks and define the technical requirements for your agent architecture.
We match you with an engineer whose background in vector databases and tool use fits your exact stack.
Your developer gets access to your codebase, reviews documentation, and sets up local development environments.
We map out the first set of agent tasks, establishing clear milestones for function calling and API integration.
Your engineer codes daily, participates in standups, and ships pull requests directly to your repository.
"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!"
Tell us about your automation goals and we will introduce you to a qualified engineer within 48 hours.
For your Hercules, California business.