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,…
Category: Blog
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.
How to Use Gemini 2.0 Flash for Fast Free AI Tasks
Gemini 2.0 Flash is Google's low-latency model, free in AI Studio with a generous API tier. Here is how to use it and where it…
How to Self-Host DeepSeek R1 Distill for Local Reasoning
DeepSeek R1's distilled models run on a single GPU or a laptop. Here is which distill to pick, how to serve it, and where it…
How to Use DeepSeek R1 for Step-by-Step Reasoning
DeepSeek R1 is an open reasoning model that shows its thinking and costs far less than Western rivals. Here is how to use it well…
How to Track Live X Sentiment with Grok 3 Think Mode
Grok 3 reads live X posts, which makes it a real-time pulse tool. Here is how to run a sentiment check that holds up when…