Embed a dedicated AI engineer into your Potrero team to build autonomous workflows and tool-calling systems.
For your Potrero business.
Trusted by companies across the USA
An agritech logistics venture operating near the backcountry border of Potrero needed a custom automation pipeline to handle incoming supplier manifests sent across mixed email formats and scanned PDFs. Their existing administrative staff spent nearly 18 hours every week manually extracting table rows and matching them against inventory databases. They did not want to buy another rigid software subscription that lacked custom exception handling. Instead, they wanted to bring on a dedicated engineer who could write custom Python scripts and implement function calling loops to parse unstructured data reliably.
We provide hourly staff augmentation where your new developer works directly inside your engineering rhythm. Operating out of our studio in India since 2015, our team connects with US Pacific time zones for daily standups, code reviews, and sprint planning. You retain full intellectual property ownership of every prompt template, vector database schema, and agent loop written for your infrastructure from day one.
Building reliable autonomous agents requires more than wrapping a basic prompt around an LLM endpoint. When we build complex retrieval systems, we configure Vector Databases with hybrid search so your internal knowledge base returns relevant documentation without hallucinating obsolete facts. For teams in California dealing with strict operational data, we set up local guardrails and strict function schemas using LangChain and LangGraph to ensure the model executes only authorized tool calls.
Many organizations struggle with autonomous workflows because they treat prompt engineering as a static copywriting task instead of a software engineering problem. When you bring on a specialist through our hourly model, you get someone who builds deterministic fallback paths when the primary language model returns malformed JSON or times out. This keeps your production systems stable even when third-party AI APIs experience rate limits or latency spikes.
Our developers maintain core hours that overlap with your workday in Potrero for seamless Slack communication.
You own 100% of the code, prompts, and vector embeddings generated by your developer from day one.
Skip months of local hiring loops in California and onboard a vetted agent engineer in days.
Your developer pushes code straight to your repositories and joins your existing pull request reviews.
Scale your developer's hours up or down as your agent deployment milestones evolve.
Operating since 2015, we deliver reliable remote technical partnerships for growing businesses.
A dedicated engineer working exclusively on your agent pipelines during your standard business hours.
Half-time dedication ideal for smaller automation projects and ongoing prompt maintenance.
Pay only for the exact hours logged on your repository tasks and architecture reviews.
Combine an agent developer with a frontend engineer or backend specialist for complete builds.
We review your required tool integrations, data sources, and agent objectives over a direct video call.
We match you with an engineer experienced in your exact stack, such as LangChain and OpenAI API.
Your developer gains repository access, reviews existing codebase architecture, and aligns on sprint goals.
Your engineer begins building autonomous loops and testing retrieval pipelines within your task board.
Ongoing code delivery backed by asynchronous Loom demos and daily syncs during Pacific working hours.
"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 scoping call to discuss your automation goals and meet an AI Agent Developer.
For your Potrero, California business.