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Codag helps engineering teams slash large-language-model coding-agent costs by compressing noisy tool output into the few lines that actually matter. Instead of forcing Claude Code or Codex to read thousands of lines of passing tests, repetitive logs, and giant JSON blobs, Codag teaches your agents to focus on failures, anomalies, and key context.
With a single codag setup command, Codag attaches directly to supported coding agents, verifies your workspace with an unbilled live check, and installs a lightweight per-user local service. No wrapper commands, prompt rewrites, or workflow changes are required—developers keep using their existing agents exactly as before while Codag silently trims away wasted tokens.
By compacting test runs, search results, file trees, and infrastructure logs, Codag routinely achieves around 75% context compression, cutting token spend across long debugging sessions and CI runs. Your provider accounts, credentials, and gateways remain unchanged; Codag simply ensures that your agents read the one failing test instead of 4,000 lines of green checks.
Use Codag to:
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