Stories from the gateway
Guides
Evaluating Prompt Changes Without Fooling Yourself
You edited a prompt and the output looks better. Here is how to find out whether it actually is, with paired runs, enough samples and judges you can trust.
· 9 min readGuides
Exponential Backoff That Works on LLM APIs
The retry algorithm in detail: full versus decorrelated jitter, deadline propagation, idempotency, what to classify as retryable, and how to test it before production does.
· 9 min readGuides
Few-Shot Example Management: Curation Beats Quantity
· 9 min readGuides
Function Calling in Python: A Working Implementation
· 9 min readGuides
Function Calling in TypeScript Without Losing Type Safety
· 9 min readGuides
Generating API Clients With an LLM Without Silent Drift
· 9 min readGuides
Generating Regular Expressions With an LLM, Carefully
· 9 min readGuides
GitHub Actions LLM Setup: A Workflow That Reviews PRs
· 9 min readGuides
GitLab CI LLM Setup: Masked Variables and MR-Only Jobs
· 9 min readGuides
Goose Setup Guide: Providers, Extensions and Safe Defaults
· 8 min readGuides
Handling SSE Disconnects Without Losing the Response
· 9 min readGuides
JetBrains LLM Setup: Custom Endpoints in IntelliJ IDEs
· 8 min readGuides
JSON Schema for Tool Calls: What Providers Actually Support
· 9 min readGuides
Kilo Code Setup Guide: Custom Endpoints and Profiles
· 8 min readReady to start?
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