Topic archive
Coding agents that both generate and approve their own output introduce subtle quality failures. This guide explains how to route writer and reviewer calls through CometAPI on separate paths, why the separation matters, and how to smoke-test the handoff before relying on it in production.
Learn a concrete workflow for collecting review evidence from multiple models before your coding agent posts code changes, covering setup, happy-path and error-path checks, logging fields, and gateway-backed evidence collection.
A practical guide to verifying that the Responses API endpoint in your coding agent’s model gateway is correctly configured, returning healthy responses, and failing safely when it should.
When a coding agent retries model gateway calls without guardrails, each attempt carries a token cost that compounds quickly. This guide explains the categories of retry risk, the guardrail controls available at the gateway layer, and a smoke-test workflow for verifying that your setup caps runaway spend before it reaches production.
A practical guide for operators who want to funnel coding agent review steps — PR analysis, lint checks, test failure explanations — through CometAPI endpoints without losing conversation context or accumulating stale endpoint references.
A practical guide for coding agent writers who need to verify that their model gateway handles fallback conditions safely — covering endpoint-family checks, auth signal tests, error-path logging, and a repeatable smoke-test workflow.
Practical cost-control patterns for teams running coding agents through a model gateway, covering spend guards, per-agent token budgets, CI-integrated spend checks, and verification steps to confirm your gateway enforces the limits you configure.
How to design and operate fallback routing for coding agent model calls so that a single provider outage or quota exhaustion does not stall your agent pipeline. Covers priority lists, retry logic, error-path detection, and smoke-test workflow.
A source-backed operating guide for routing coding agent writer, reviewer, critic, and fallback calls through a model gateway without confusing Responses, Chat Completions, Claude messages, secrets, or publish gates.