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Coding Agents

A collection of 3 posts
GLM-5.3 Found Bugs Hiding Since 1981: What Its Benchmarks Actually Mean
GLM-5.3

GLM-5.3 Found Bugs Hiding Since 1981: What Its Benchmarks Actually Mean

GLM-5.3 did more than raise a coding score. Its largest gains appeared after a bug was found: reproducing it, building exploit primitives, and finishing long technical jobs.
21 Aug 2026 8 min read
Kimi K3 vs GLM-5.2: Which Coding Model Should You Run in 2026?
OpenModels

Kimi K3 vs GLM-5.2: Which Coding Model Should You Run in 2026?

Same 1M context, same agent loop, very different bills. GLM-5.2 runs $114 a month where Kimi K3 runs $300, but the premium swings from 2.3x to 3.3x depending on how much your workload generates.
27 Jul 2026 11 min read
GLM-5.2 vs Claude Code: Best Model for Long-Horizon Coding Agents in 2026
GLM-5.2

GLM-5.2 vs Claude Code: Best Model for Long-Horizon Coding Agents in 2026

GLM-5.2 is a model. Claude Code is a harness. That distinction decides your architecture, your bill, and whether you can even point one at the other. A protocol-level comparison for developers building coding agents.
09 Jul 2026 13 min read
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