How to Generate Embeddings with Voyage AI for Better Search
Voyage AI is an embeddings API built for retrieval. This guide covers getting a key, picking the right model, batching documents and the free token…
Category: Blog
How to Measure RAG Accuracy in Contextual AI Before You Ship
Grounded answers still go wrong. This guide builds an evaluation set, scores faithfulness and retrieval hit rate in Contextual AI, and sets a launch threshold…
How to Build a RAG Chatbot with Contextual AI
Contextual AI is an end-to-end platform for retrieval-augmented generation. This walkthrough covers ingesting documents, testing grounded answers, and the pricing model.
How to Move Your Team to Graphite Without Breaking Review Habits
Adopting stacked PRs across a team goes wrong when you enable everything at once. This rollout plan starts with one squad, adds a merge queue…
How to Stack Pull Requests with Graphite and Ship Faster
Graphite turns one big pull request into a stack of small ones that each get reviewed in minutes. Here is how to install the CLI,…
How to Add Sourcery to CI and Enforce Refactor Rules
Running Sourcery only in your editor means half the team ignores it. This guide wires the CLI into GitHub Actions, sets a rule profile and…
How to Refactor Python Code Automatically with Sourcery
Sourcery reviews your Python code as you write it and suggests refactors you can apply in one click. Here is how to install it, what…
How to Run Sweep AI in a Review-First Team Workflow
Sweep AI generates pull requests faster than most teams can review them. This guide sets up batch limits, issue templates and CI gates so the…
How to Automate GitHub Issue Fixes with Sweep AI
Sweep AI turns a GitHub issue into a working pull request on its own. Here is how to connect it, write issues it can actually…
How to Cut CodeAnt AI False Positives with Custom Review Rules
A noisy reviewer bot gets ignored. This guide walks through tuning CodeAnt AI with ignore paths, severity thresholds and dismissal memory so engineers actually read…
How to Use CodeAnt AI to Auto-Review Pull Requests in 2026
CodeAnt AI reviews your pull requests automatically and flags bugs, security holes and duplication before a human looks at them. Here is the exact setup,…
How to Batch Process 10,000 Documents with Gemini 2.0 Flash
Gemini 2.0 Flash is cheap enough to run on thousands of files. This pipeline covers batching, structured output, cost control and failure handling.