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What Frontier Reasoning Models Change About Product Work

Posted 9 August 2025
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All 118 Case studies 3 Product 4 Research 63 Field notes 48
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What Context Engineering Really Means for Agents

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Understanding Chain-of-Thought Prompting in 2026

11 min read
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A Working Guide to Few-Shot Prompting

13 min read
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Zero-Shot Prompting, Explained Properly

10 min read
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Evaluating Agents Without Guesswork

14 min read
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What Makes a Model Agentic? A Technical Guide

15 min read
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Automatic Reasoning and Tool Use, Step by Step

12 min read
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Tree-of-Thought Prompting in Practice

13 min read
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Decomposed Prompting: When to Reach for It

12 min read
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The Five Levels of Agent Autonomy

14 min read
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Raising Accuracy with Generated Knowledge

13 min read
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ReAct Prompting: What Still Holds Up

13 min read
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Recursive Prompting for Very Long Documents

10 min read
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Least-to-Most Prompting, Demystified

11 min read
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Active Prompting: Choosing What to Label

10 min read
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Iterative Prompting Without the Drift

10 min read
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Thornbury is generally available. We're giving away $1.4M in evaluation credits.

15 min read
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The Reasoning Benchmarks That Actually Bite

15 min read
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Self-Consistency Prompting, Measured

15 min read
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Few-Shot or Fine-Tune? A Cost Read

8 min read
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Zero-Shot Prompting at Production Scale

7 min read
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What Eval Leads Should Know in 2026

16 min read
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Scaling Reinforcement Learning Inside LLMs

10 min read
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Test-Time Scaling, Without the Hype

10 min read
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