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Dev.to

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17:37
2026-11-01
dev.to
ai-agents

Stop Summarizing Your Agent's Memory. Triage It

A developer built context-triage, an open-source tool on 10xGraph that replaces an LLM agent's single all-or-nothing history summary with a per-turn decision model. A cheap model, Cloudflare Clef, ass…

16:15
2026-11-01
dev.to
ai-agents

Claude Code Subagent allowed-tools: Syntax, Examples, Fixes

A developer documented that Claude Code subagents do not support an `allowed-tools` frontmatter field; the correct key is `tools`, a comma-separated allowlist (e.g. `tools: Read, Grep, Glob`), with `d…

15:38
2026-11-01
dev.to
large-language-models

What changed in open models and AI agent tools this week

Mistral released Mistral Large 4, a 1-trillion-parameter open-weights model trained on European infrastructure and focused on coding and defensive cybersecurity, scoring 48 percent on the Artificial A…

14:16
2026-11-01
dev.to
ai-safety

AI Guardrails Stop Bad Outputs. They Don't Stop Bad Actions

An engineer argues that AI guardrails are detection-time controls with inherently non-zero false-negative rates, so production safety needs a second layer of containment borrowed from SRE practices. T…

14:15
2026-11-01
dev.to
artificial-intelligence

Google Genie 4: A World Model You Can Edit While It Runs

Google DeepMind released Genie 4 as a research preview on 27 October 2026, a real-time interactive world model that generates audio natively alongside photorealistic visuals and can be steered with na…

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