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AI agent engineer. Resilient multi-LLM gateways that gracefully degrade under chaos — MCP & adaptive infra. Tokyo, JP.
A deterministic policy enforcement point at the MCP tool-call boundary: every write-capable Slack agent routes destructive actions through one gate that computes blast radius and demands approval.
Accounts-payable autopilot that tries to prove its own payment plan wrong before it pays — it pays only when it runs out of ways to break the plan. Built on Qwen Cloud.
A worldwide ticket on-sale where the same naive code sells one seat once on Aurora DSQL and oversells it dozens of times on DynamoDB — and you press the button that proves it.
Deterministic merge gating on the GitLab Orbit knowledge graph - the graph decides, the LLM only explains.
Unlike a bloated analytics dashboard, LaunchVerdict distills each release a solo maker ships into one black-and-white verdict card: keep shipping, or roll it back — and why.
Noisy security alerts become governed, human-approved remediation - a verdict no LLM can touch and anyone can re-audit.
Stop breaking what your team already decided.
Stop checking ten tabs — one AI agent watches your world and tells you exactly what changed, cited and sourced.
A defensive DFIR agent for Protocol SIFT / Valhuntir. Code-enforced staging, boundary register, per-claim responsibility ledger.
A resilience layer for Splunk's agentic stack: hedge across hosted gpt-oss-120b/20b, fall back when MCP times out, and emit every recovery as a Splunk HEC event the SOC team already watches.
Hedge first, fallback second, continuously chaos-verified. The first agent runtime that catches credit_balance_too_low — the HTTP 400 every major LLM gateway passes straight through.