Configure Team Token Volume & GitHub Repo Security Scan
Claude 3.7 Sonnet vs. Gemini 2.5 Pro vs. DeepSeek R1 + 1-Click Fallback Router
+ [litellm_fallback_router.yaml] primary: deepseek-r1 (0.65) | complex_ast: claude-3-7-sonnet (0.35) | fallback_on_429: gemini-2.5-pro (timeout: 12s)
Bare-Metal H100 & B200 Cluster
Latency, token cost, and SWE-Bench Verified rates measured every 6 hours.
Drop-In Repository Guardrails
Compile repository-scoped .cursorrules, CLAUDE.md, and failover rules.
Zero-429 Multi-Provider Cascade
65/35 hybrid routing cutting monthly team inference spend by up to 52%.
Isolated OWASP LLM01-06 Sandbox
205+ coding agents and MCP servers benchmarked in isolated container sandboxes.
Pareto Frontier Routing Matrix
Compare P50/P99 TTFT and blended $/1M tokens across OpenRouter, Together, and Fireworks.
Deterministic CI/CD Eval Gate
Block regressions and prompt-injection vectors before merging agent PRs.
AI Coding Seat vs. BYOK Token ROI Calculator (Multi-Turn FinOps)
Most calculators wrongly assume 1 prompt = 1 API call and apply flat discounts to output tokens. We model real multi-step agentic tool loops, upstream KV-cache creation vs. read pricing, unindexed repo file-search waste (missing CLAUDE.md), and SWE-bench Pass@1 retry multipliers.
1. Configure Multi-Turn Agentic Workload
2. Empirical Token-Tax Diagnosis & Stack Verdict
Exceeds 500 Fast-Requests/Seat PoolCLAUDE.mdPreview generated litellm_router.yaml (65% Fast/Local + 35% Frontier KV-Cache) ▾
model_list:
- model_name: frontier-architect # 35% hard multi-file diffs (KV-cache enabled)
litellm_params: { model: anthropic.claude-sonnet-4-6, cache_control_injection_points: [{location: message, role: system}] }
- model_name: fast-diff-worker # 65% routine edits & tests ($0.14/1M KV-read)
litellm_params: { model: deepseek/deepseek-reasoner }
router_settings: { routing_strategy: cost-based-routing, fallbacks: [{fast-diff-worker: [frontier-architect]}] }Export the drop-in config pack or complete 9-file bundle for QwenLM/Qwen2.5-VL (CLAUDE.md, scoped .cursor/rules/*.mdc, LiteLLM 65/35 Cascade YAML, and GitHub Actions CI Gate).
