404 Alcatraz — Mutagent Hackathon Submission

submissions/404-alcatraz/README.md

@@ -0,0 +1,40 @@
+404 Alcatraz — Mutagent Hackathon Submission
+
+What It Does
+
+This submission contains the agentic system developed by Team 404 Alcatraz for the Mutagent Hackathon.
+
+The system is designed to build, execute, evaluate, and evolve agent workflows using the Mutagent framework.
+
+Submission Contents
+
+agent/
+Contains the complete agent implementation and supporting project files.
+
+agentspec.yaml
+Contains the agent specification and configuration required to define and run the agent.
+
+eval/
+Contains the evaluation suite and tests used to validate the agent's functionality.
+
+transcripts/
+Contains the session transcripts from the main agent and its spawned sub-agents so the complete development and evaluation process can be replayed.
+
+traces/
+Contains the execution traces generated during the agent runs.
+
+How to Run
+
+Refer to the project files and configuration inside the agent directory for the required dependencies and execution instructions.
+
+Evaluation
+
+The evaluation suite is included under the eval directory.
+
+Evaluation results:
+
+Add the final evaluation results here after running the complete evaluation suite.
+
+Team
+
+404 Alcatraz

submissions/404-alcatraz/agent/.agents/rules/rule-finops-046680.md

@@ -0,0 +1,11 @@
+# EKS Spot Node Latency Rule
+
+**Rule ID**: `rule-finops-046680`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-9c3e6f949074`  
+**Target Variance**: `9.39%`  
+
+---
+
+# EKS Spot Rule
+Incorporate +0.6ms latency buffer for spot drains.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-063180.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-063180`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-b07c153a224e`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-0fef21.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-0fef21`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-e03c09b7062e`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-19dc27.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-19dc27`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-ec92fe7dc6ce`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-2fb9e2.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-2fb9e2`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-16f8fe88289e`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-3bdc6e.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-3bdc6e`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-b02135a1b285`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-4a8c1d.md

@@ -0,0 +1,11 @@
+# EKS Spot Node Latency Rule
+
+**Rule ID**: `rule-finops-4a8c1d`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-457047d2a279`  
+**Target Variance**: `9.39%`  
+
+---
+
+# EKS Spot Rule
+Incorporate +0.6ms latency buffer for spot drains.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-52120a.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-52120a`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-88c8b22fe6e8`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-53bfda.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-53bfda`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-3e56ac4cfe04`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-6447c5.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-6447c5`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-13d2977ab6a4`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-6798de.md

@@ -0,0 +1,11 @@
+# EKS Spot Node Latency Rule
+
+**Rule ID**: `rule-finops-6798de`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-2bc83d8d914c`  
+**Target Variance**: `9.39%`  
+
+---
+
+# EKS Spot Rule
+Incorporate +0.6ms latency buffer for spot drains.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-70d5c8.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-70d5c8`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-7df55e7fd4f6`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-75725e.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-75725e`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-00062ca4af05`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-75ad39.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-75ad39`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-b1402dbbfef8`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-80a222.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-80a222`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-ca242ccd3f31`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-812b6b.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-812b6b`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-d7507350644d`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-837f8d.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-837f8d`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-6cb44d90d408`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-8d068a.md

@@ -0,0 +1,11 @@
+# EKS Spot Node Latency Rule
+
+**Rule ID**: `rule-finops-8d068a`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-dd0788577420`  
+**Target Variance**: `9.39%`  
+
+---
+
+# EKS Spot Rule
+Incorporate +0.6ms latency buffer for spot drains.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-925c87.md

@@ -0,0 +1,11 @@
+# EKS Spot Node Latency Rule
+
+**Rule ID**: `rule-finops-925c87`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-d1c867b37f23`  
+**Target Variance**: `9.39%`  
+
+---
+
+# EKS Spot Rule
+Incorporate +0.6ms latency buffer for spot drains.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-a1dd68.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-a1dd68`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-1ab59e520430`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-a3d5c6.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-a3d5c6`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-e1afd85a05ed`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-a93edf.md

@@ -0,0 +1,11 @@
+# EKS Spot Node Latency Rule
+
+**Rule ID**: `rule-finops-a93edf`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-0e4542bbf182`  
+**Target Variance**: `9.39%`  
+
+---
+
+# EKS Spot Rule
+Incorporate +0.6ms latency buffer for spot drains.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-abca2e.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-abca2e`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-97cd8ca621a3`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-b1cf13.md

@@ -0,0 +1,11 @@
+# EKS Spot Node Latency Rule
+
+**Rule ID**: `rule-finops-b1cf13`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-914005d388ca`  
+**Target Variance**: `9.39%`  
+
+---
+
+# EKS Spot Rule
+Incorporate +0.6ms latency buffer for spot drains.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-bae7ec.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-bae7ec`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-ba52bf797436`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-cbc873.md

@@ -0,0 +1,11 @@
+# EKS Spot Node Latency Rule
+
+**Rule ID**: `rule-finops-cbc873`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-f4ec0b330d0c`  
+**Target Variance**: `9.39%`  
+
+---
+
+# EKS Spot Rule
+Incorporate +0.6ms latency buffer for spot drains.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-d2d43e.md

@@ -0,0 +1,11 @@
+# FinOps Node Downsizing Variance Rule
+
+**Rule ID**: `rule-finops-d2d43e`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-431657ad1e01`  
+**Target Variance**: `7.27%`  
+
+---
+
+# FinOps Calibrated Guardrail
+Adjust simulation prediction weight for latency impact by +0.5ms.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-e20a6f.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-e20a6f`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-f7e8af0dde1f`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.

submissions/404-alcatraz/agent/.agents/rules/rule-finops-e86b50.md

@@ -0,0 +1,11 @@
+# Mutagent ADL Spot Draining Latency Rule
+
+**Rule ID**: `rule-finops-e86b50`  
+**Domain**: `FinOps`  
+**Synthesized From Report**: `var-c8af6bc12e51`  
+**Target Variance**: `9.39%`  
+
+---
+
+# Mutagent ADL Rule
+Enforce spot drain latency buffer.