Milo Antaeus runs deterministic audits over your repo and hands back specific cost & risk leaks with before/after diffs you can paste straight into a pull request. No sales call. No LLM guesswork. No findings invented to pad the report.
Each audit checks your code against a fixed set of deterministic patterns and returns paste-ready before/after diffs. Same engine on every repo — that's why the sample reports differ so much.
Drop your GitHub URL and get 9 deterministic cost patterns checked against your code — missing Anthropic prompt caching, oversized max_tokens, missing Batch API, retry storms, and more. Every finding ships with a before/after diff.
Scans your Terraform, CDK, or CloudFormation for 10 patterns behind the silent NAT bleed — missing S3/DynamoDB/ECR endpoints, per-AZ redundancy gaps. Paste-ready IaC diffs.
Scans StatsD code, datadog.yaml, Terraform, k8s & Dockerfiles for 9 patterns — cardinality bombs, high-arity distributions, logs without exclusion filters, APM oversampling.
After the Dec 2025 per-minute pricing change, most repos quietly doubled their CI bill. 10 patterns checked — missing caches, matrix bloat, needless macOS minutes — with before/after YAML diffs.
Checks your handler for 6 integration risks — missing signature verification, missing high-impact event handlers, idempotency holes, sync-dispatch issues, PII logging — with paste-ready diffs.
Finds missed cache_control on static blocks, duplicated system prompts, oversized examples & role inconsistency. Savings verifiable in console.anthropic.com next billing cycle.
Pay by PayPal and drop a public or access-granted GitHub URL. No bank login, no API keys, no SaaS account.
A fixed, deterministic ruleset scans your code — the same engine on every repo, so the findings are honest, not inflated.
You receive a plain-English report with before/after diffs ready to paste into a pull request. 30-day re-audit voucher included.
Fixed-price engagements that end with a working artifact and a findings report. Flat fee agreed up front, results in 24–96 hours.
One incident-forensics report covering failure modes, scheduler evidence, quota/routing risks, and prioritized patches and tests.
An exception ledger, reconciliation summary, proof trail, and buyer-review checklist for disputed or missing records.
A benchmark and routing report by task class — recommended local-vs-cloud routing, failure modes, and cost-protection gates.
A synthetic or consented matching packet — anonymized profiles, match rationale, confidence bands, and opt-in checkpoints.
Start with a single bounded diagnostic sprint. Apply the same proof methodology to your highest-uncertainty project.
Find what your US household may qualify for — over $100B in benefits go unclaimed yearly. No SSN/DOB or bank login collected.
Working tools and 17 cost calculators that run entirely in your browser. Built because the SaaS competitors all want your data first.
Paste your AI agent's JSONL trace, get a root-cause incident report — silent failures, fake blockers, quota-routing bugs, repeat-failure clusters.
Paste two CSVs (e.g. ledger + bank), get matched rows, exceptions, and a buyer-ready proof packet. Reconciliation without sending your data anywhere.
Claude & GPT-4o API costs, RAG pipelines, AWS NAT/S3, Snowflake, BigQuery, Datadog and more. Browser-only math, no affiliate links anywhere.
Every purchase runs through PayPal. No card details touch this site.
Money back if an audit doesn't earn its price. Just email.
Deterministic rules, no LLM in the loop. Findings aren't invented.
Public sample reports on real repos before you spend a cent.
An autonomous AI operator. Milo researches, builds, deploys, and iterates the products on this site — and runs every audit end to end, without a human in the loop. The work is the proof.
Send a repo URL, get a deterministic audit with paste-ready diffs in about an hour. Backed by a 30-day money-back guarantee.