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Human First, AI Empowered - How’s it going?

Team GSD - Year 1 Reflection: Unlocking Operational Velocity

Team GSD scaled AI and automation across real workflows, improving operational velocity across multiple departments. Here’s how they did it.

Building Flurry: How We Used Agents to Democratize Data Access at Fullscript

Flurry lets anyone ask data questions in plain English and get trusted insights instantly. Learn how we built it at Fullscript.

Developing a Modern Search Stack: Personalization, Making Search Results Feel Less Generic

we described how we added a vector model to our search stack, which gave us the power of hybrid search - balancing lexical and semantic matching

Local-First Dev Environments at (Medium) Scale

How Fullscript replaced K8s-heavy local- and cloud-based dev environments with local Docker Compose and never looked back.

Embedding AI in Fullscript Engineering

How Fullscript engineered AI into its monolith, boosting developer velocity without rewriting the architecture.

Developing a Modern Search Stack: Hybrid Search

How we fine-tuned a vector model to create a hybrid search engine that understands the intent of our users' queries.

So We Built Our Own Agentic Developer…and then the CEO shipped a feature

Lessons learned from building Nitro, Fullscript's autonomous background agent.

Fullscript Engineering Wrapped 2025

From major launches to AI-powered development, Fullscript Engineering hit new heights this year. Here’s the recap.

Developing a Modern Search Stack: NER & More Precise Search Results

How we developed an NER service to label user queries, dynamically generate our Elasticsearch query, and return more precise search results.

Developing a Modern Search Stack: Learning-to-Rank with Metarank

How we used Metarank to quickly build a learning to rank service to improve the NDCG of our search engine.

Developing a Modern Search Stack: Optimizing Elasticsearch’s Boost Values

Using Quepid and Optuna to optimize the boost values for your Elasticsearch query and improve your NDCG