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AI Coding & Agents

54   Articles in this Category

Hands-on analysis, benchmarks, and workflows for AI coding agents, IDEs, harnesses, and multi-agent development.

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OpenAI has paused new sign-ups and upgrades for the $200/mo ChatGPT Pro tier as power users leveraging the 20X token capacity multiplier on GPT-6 Astra burn through 15M to 30M reasoning tokens per month, creating up to a -$1,240/month deficit per seat.

A technical audit of Anthropic’s Claude Code vulnerabilities CVE-2026-21852 and CVE-2025-59536. We dissect pre-trust Base URL credential exfiltration, SessionStart hook code execution, Linux plaintext token leakage, and introduce a 4-tier eBPF zero-trust isolation blueprint.

Within eight days in early September 2026, DeepSeek-V4.1-Flash and Gemini 3.8 Flash toppled previous-generation $90/M-token flagship models on DeepSWE v1.1. Here is the forensic engineering breakdown: 890-byte KV cache, CED topology, RLVR benchmaxxing, and real-world agent TCO.

A forensic systems audit of DeepSeek Harness CVE-2026-82533: how a CVSS 9.4 Host-header spoofing flaw enables autonomous agent sandbox escapes, audited against DeepSeek’s $75B STAR Market IPO rush and US distillation crackdowns.