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Why Curated Context Beats Raw Data for Coding Agents
Across four scenarios, Claude Code produced ~40% better results at ~33% lower cost with Frugal than with general-purpose MCP servers, roughly twice the cost-efficiency. Recently I...
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Featured
Engineering
AI
FinOps
Featured
Engineering
AI
FinOps
Why Curated Context Beats Raw Data for Coding Agents
Across four scenarios, Claude Code produced ~40% better results at ~33% lower cost with Frugal than with general-purpose MCP servers, roughly twice...
Craig Conboy
July 23, 2026
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Featured
Engineering
FinOps
Featured
Engineering
FinOps
Why Not Just Optimize Everything?
Maybe you've heard that "coding is solved". Its true, I can now generate, on a whim, whatever code my heart may desire. Does it change the game for...
Craig Conboy
May 20, 2026
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Cost Engineering
Anthropic
OpenAI
Featured
AI
Cost Engineering
Anthropic
OpenAI
Featured
AI
6 Types of Tools That Identify and Profile Expensive AI API Calls in Your Application Code
Most dev teams aren't sure which code is driving their AI API spend. That's not a criticism, it's just the reality of how token-based billing works....
Ishan Kamat
May 19, 2026
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Featured
FinOps
Featured
FinOps
Why GenAI Breaks Classic SaaS Playbooks
Everyone's debating whether AI will kill SaaS. They're asking the wrong question. There is a popular narrative out right now that generative AI will...
Mike Weider
February 5, 2026
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Cost Engineering
GCP
Cost Engineering
GCP
The Frugal Approach to GCP Cloud Monitoring Metrics Costs
With usage-billed observability services like Cloud Monitoring, cost optimization starts with your code. It's not just that applications emit the...
Craig Conboy
July 23, 2026
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Cost Engineering
AWS
Cost Engineering
AWS
The Frugal Approach to AWS CloudWatch Metrics Costs
With usage-billed observability services like CloudWatch, cost optimization starts with your code. It's not just that applications publish the...
Craig Conboy
July 23, 2026
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Cost Engineering
Datadog
Cost Engineering
Datadog
The Frugal Approach to Datadog Metrics Costs
With usage-billed observability services like Datadog, cost optimization starts with your code. It's not just that applications emit the metrics;...
Craig Conboy
July 23, 2026
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Cost Engineering
GCP
Cost Engineering
GCP
The Frugal Approach to GCP Firestore Costs
With usage-billed database services like Firestore, cost optimization starts with your code. It's not just that applications read and write...
Craig Conboy
July 23, 2026
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Cost Engineering
GCP
Cost Engineering
GCP
The Frugal Approach to GCP AlloyDB Costs
With usage-billed database services like AlloyDB, cost optimization starts with your code. It's not just that applications query the database;...
Craig Conboy
July 23, 2026
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Cost Engineering
GCP
Cost Engineering
GCP
The Frugal Approach to GCP Cloud SQL Costs
With usage-billed database services like Cloud SQL, cost optimization starts with your code. It's not just that applications query the database;...
Craig Conboy
July 23, 2026
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Cost Engineering
AWS
Cost Engineering
AWS
The Frugal Approach to AWS DynamoDB Costs
With usage-billed database services like DynamoDB, cost optimization starts with your code. It's not just that applications read and write items;...
Craig Conboy
July 23, 2026
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Cost Engineering
AWS
Cost Engineering
AWS
The Frugal Approach to AWS RDS Costs
With usage-billed database services like AWS RDS, cost optimization starts with your code. It's not just that applications query the database;...
Craig Conboy
July 23, 2026
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Cost Engineering
GCP
Cost Engineering
GCP
The Frugal Approach to Google Cloud Functions Costs
With usage-billed compute services like Google Cloud Functions, cost optimization starts with your code. It's not just that applications run on the...
Craig Conboy
July 23, 2026
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Cost Engineering
AWS
Cost Engineering
AWS
The Frugal Approach to AWS Lambda Costs
With usage-billed compute services like AWS Lambda, cost optimization starts with your code. It's not just that applications run on the functions;...
Craig Conboy
July 23, 2026
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Cost Engineering
GCP
Cost Engineering
GCP
The Frugal Approach to GCS Storage Costs
With usage-billed storage services like Google Cloud Storage, cost optimization starts with your code. It's not just that applications store the...
Craig Conboy
July 23, 2026
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Cost Engineering
AWS
Cost Engineering
AWS
The Frugal Approach to AWS S3 Storage Costs
With usage-billed storage services like S3, cost optimization starts with your code. It's not just that applications store the data; applications...
Craig Conboy
July 23, 2026
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Cost Engineering
GCP
Cost Engineering
GCP
The Frugal Approach to GCP Cloud Logging Costs
With usage-billed logging services like Google Cloud Logging, cost optimization starts with your code. It's not just that applications generate the...
Craig Conboy
July 23, 2026
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Cost Engineering
AWS
Cost Engineering
AWS
The Frugal Approach to AWS CloudWatch Logs Costs
With usage-billed logging services like CloudWatch, cost optimization starts with your code. It's not just that applications generate the logs;...
Craig Conboy
July 23, 2026
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Cost Engineering
Datadog
Cost Engineering
Datadog
The Frugal Approach to Datadog Log Management Costs
With usage-billed logging services like Datadog, cost optimization starts with your code. It's not just that applications generate the logs;...
Craig Conboy
July 23, 2026
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Cost Engineering
Anthropic
Cost Engineering
Anthropic
The Frugal Approach to Anthropic Claude API Costs
With usage-billed AI services like Anthropic Claude, cost optimization starts with your code. It's not just that applications generate the API calls;...
Craig Conboy
July 23, 2026
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Cost Engineering
OpenAI
Cost Engineering
OpenAI
The Frugal Approach to OpenAI API Costs
With usage-billed AI services like OpenAI, cost optimization starts with your code. It's not just that applications generate the API calls;...
Craig Conboy
July 23, 2026
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Cost Engineering
AI
FinOps
Cost Engineering
AI
FinOps
Best Cloud Cost Tools for Code-Level Attribution
Most organizations have a solid handle on where their cloud spend goes at the infrastructure level. They know which services are expensive, which...
Ishan Kamat
May 27, 2026
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Anthropic
AI
FinOps
Anthropic
AI
FinOps
Frugal Meets the Claude Advisor
Anthropic's new advisor tool cuts the cost of agentic Claude workloads, and we are all about that, so Frugal now supports it out of the box. Here's...
Craig Conboy
April 10, 2026
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AI
FinOps
AI
FinOps
When Inference Capacity Gets Tight, Efficiency Becomes Advantage
Years ago I worked on a system where database utilization was a known problem. We wanted to do efficiency work on it, but over and over again we...
Craig Conboy
March 23, 2026
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Engineering
Engineering
What Is Application Cost Engineering?
Application Cost Engineering is the practice of designing, implementing, and operating software systems with cost as an explicit, measurable...
Craig Conboy
January 27, 2026
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Engineering
Engineering
Scaffolding for AI, the Frugal Way
AI agents can analyze code, understand natural language queries, and generate recommendations. But making them reliable enough for production use...
Craig Conboy
January 26, 2026
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FinOps
FinOps
Why Cloud Cost Optimization Isn't Enough
If you're in FinOps, you've probably gotten pretty good at the core playbook to reduce cloud costs: negotiate committed use discounts, right-size...
Mike Weider
January 19, 2026
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Fun
AI
Fun
AI
ChatGPT 5.2 vs. Gemini 3 Pro Preview vs. Opus 4.5 -- Mirror Simulator Bakeoff
Don't tell my spouse but she is getting some upgrades to her makeup station for Christmas. She has a small area dedicated to makeup and hair. Its a...
Craig Conboy
December 14, 2025
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Cost Engineering
GCP
AWS
Cost Engineering
GCP
AWS
Top 10 Cloud Cost Traps We Saw in 2025
2025 was the year teams stopped just rightsizing infrastructure and started digging into how their applications actually spend. We've seen a lot of...
Craig Conboy
December 8, 2025
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Product
Product
Preview of Frugal Code
Frugal Code is our new cost engineering platform that attributes managed service costs to your code, finds inefficient usage, provides Frugal Fixes...
Craig Conboy
November 12, 2025
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