you paid for a frontier model, burned through your allowance and STILL have nothing ready to ship XERJ helps you get more useful work out of that allowance by giving the agent relevant project knowledge when it needs it fewer wasted reads. fewer guesses that send the whole task down the wrong path here's how it fits: → XERJ search → project files + reference packs → relevant passages + source locations → focused context → model continues working Claude, GPT or Gemini still handles the reasoning and implementation. XERJ helps it find the definitions, contracts and project rules it would otherwise have to hunt down that matters when you're working in an unfamiliar repo or coming back to a project after weeks away. the knowledge stays searchable across tasks more of your allowance goes toward changes you can actually review, test and ship full breakdown in the article below ↓