Developer Tools
Your Agent Is Sandboxed. Why Can It Still Reach the Host?
A workspace-write policy can still leave a hidden route through host PIDs and /proc. See the fixed versions and a safe PID-namespace check.
ReadSandBase Blog — Page 24
Insights on AI agents, model routing, and building production-ready AI systems.
Page 24
Best Of
Best Open-Weight LLMs for AI Agents (2026): Cost & Self-Hosting
Compare the best open weights LLMs for AI agents in 2026: DeepSeek V4, openPangu-2.0-Pro, Llama 4 Maverick, cost, context, benchmarks, and self-hosting fit.
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Model Introduction
Claude Opus 5 Pricing (2026): API Cost, 1M Context & Limits
Claude Opus 5 pricing and review for 2026: 1M context, $5/M input, $25/M output, API limits, adaptive thinking, effort controls, and Opus vs Sonnet trade-offs.
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Developer Tools
GitHub MCP Server Guide (2026): Setup, Toolsets & Security
Learn how to configure GitHub's official MCP Server with toolsets, read-only mode, OAuth, and lockdown controls for Copilot, Claude, and production coding agents.
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Model Introduction
GLM-5.3 Release Date & API Pricing (2026): Review, Benchmarks
GLM-5.3 release date and API pricing review: official coding and security benchmarks, API access, open-weight status, and changes from GLM-5.2.
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Model Comparison
Video API Comparison (2026): MiniMax H3 vs Kling 3 vs Gemini Omni
MiniMax H3 vs Kling Video 3.0 vs Gemini Omni Flash: which video API is best? Compare pricing, quality, audio, speed, and AI agent use cases in 2026.
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Developer Tools
Why Multimodal Agents' Context Budgets Drift When Screenshots Arrive
Why image-heavy agent sessions can outgrow a compaction ledger: how screenshots shift retention boundaries and what engineers need to log.
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Industry Insights
Agent Harness Performance: How to Evaluate Coding Agents
Agent harness performance guide: compare context, tools, memory, verification, retries, and permissions so coding-agent benchmarks reflect real workloads.
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Developer Tools
Agent Plugins 1.0: Portable Coding-Agent Plugins Explained
Agent Plugins 1.0 explained: GitHub Copilot plugin structure, portability across VS Code and CLI, MCP and Skills differences, and testing limits.
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