How to Audit an AI Coding Benchmark Claim Before You Sign the Vendor Contract
June 28, 2026 · 10 min read
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AI industry insights, model pricing updates & developer cost strategies
The $175B AI Economy Report: Why Token Elasticity Should Reshape Your 12-Month Coding Budget
June 28, 2026 · 10 min read
Weave Router vs OpenRouter, LiteLLM, and Portkey: When Does Local Model Routing Pay Off?
June 28, 2026 · 9 min read
DeepSeek's DSpark Cuts V4 Inference Time by 60-85% — What That Does to API Pricing
June 28, 2026 · 8 min read
Lindy Switched 100% From Claude to DeepSeek — A Real Migration Cost Breakdown
June 28, 2026 · 9 min read
VitaBench 2.0 Calls the Bluff: Claude Opus 4.6 Barely Clears 0.5 on Long-Horizon Tasks
June 28, 2026 · 9 min read
The Civilization VI AI Tournament Found the Real Coding-Agent Bottleneck — And It Costs You Tokens
June 28, 2026 · 8 min read
The 30-Minute Minimum Cache Life: GPT-5.6's New Caching Economics Explained
June 27, 2026 · 9 min read
Token Demand Elasticity: A 10% Price Drop Drives 12-18% More Usage — How Coding Teams Should Plan
June 27, 2026 · 9 min read
Three-Tier Coding Cost Strategy: Frontier, Mid, Budget — A 2026 Allocation Guide
June 27, 2026 · 10 min read
Why OpenAI Codex Now Drives 99.8% of Internal Token Output: Lessons for Your Own AI Coding Bill
June 27, 2026 · 9 min read
Prompt Caching Across Claude, GPT, and Gemini: A 2026 Cost-Saving Playbook for Coding Agents
June 27, 2026 · 10 min read
Limited-Preview Model Access: How to Plan Coding Costs When the Best Models Aren't Yet Available
June 27, 2026 · 9 min read
Cursor Reward-Hacking Audit: SWE-Bench Pro Drops 14 Points Under Strict Isolation — What You're Actually Paying For
June 27, 2026 · 9 min read
OpenRouter MCP Server: Real-Time Model Pricing Inside Claude Code and Cursor
June 27, 2026 · 9 min read
US Government Holds GPT-5.6 Behind a 'Trusted Partners' Preview: What It Costs Indie Devs
June 27, 2026 · 9 min read
GPT-5.6 Luna at $1/$6: The Cheapest Frontier-Class OpenAI Coding Model Yet
June 27, 2026 · 9 min read
GPT-5.6 Terra vs Claude Sonnet 4.6 vs Gemini 3.5 Flash: The New Mid-Tier Coding Cost Math
June 27, 2026 · 9 min read
GPT-5.6 Sol vs Terra vs Luna: OpenAI's New Naming Resets Coding Cost Tiers
June 27, 2026 · 10 min read
Dropbox's DSPy Evaluation Loop Cut Token Usage 5.4% While Boosting Quality: The Pattern Worth Copying
June 26, 2026 · 9 min read
Google Chrome's Modern Web Guidance MCP: How to Stop AI Coding Agents From Writing Outdated, Token-Bloated Code
June 26, 2026 · 9 min read
Cloudflare Workflows Saga Rollbacks: How Compensation Logic Cuts AI Agent Failed-Run Token Waste
June 26, 2026 · 9 min read
Ornith-1.0 Hits SWE-Bench Verified 82.4: What MIT-Licensed Agentic Coding at Frontier Level Costs You in 2026
June 26, 2026 · 10 min read
Gemini 3.5 Flash Adds Computer Use as a Built-In Tool: What It Does to Agent App Pricing
June 26, 2026 · 9 min read
JetBrains Picked Codex as Default AI Agent: The Evaluation Methodology That Got It There
June 26, 2026 · 9 min read
Context Graph vs Vector RAG vs Raw History: Which Multi-Agent Memory Costs Less per Query?
June 26, 2026 · 10 min read
Running 3 AI Agents on 1 GPU: The Real Cost Math for Self-Hosted Multi-Agent Coding
June 26, 2026 · 10 min read
The Token Cost of AI Agent Failed Runs: How Much You're Really Paying for Retries and Rollbacks
June 26, 2026 · 9 min read
The 2026 Open-Source SWE-Bench Frontier: TCO Math for Self-Hosting Top Coding Models
June 26, 2026 · 11 min read
OpenRouter Launches MCP Server: One-Click Model Comparison Without Leaving Your Coding Agent
June 26, 2026 · 8 min read