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Dev.to

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08:40
2026-10-19
dev.to
ai-safety

Threat-Model the Egress, Not the Model

A developer argues that AI features should be secured by threat-modeling the outbound payload rather than the model itself, since every prompt is a data transfer. The proposed approach is a "boundary …

08:05
2026-10-19
dev.to
ai-agents

Why you should not install unvetted AI agent skills

An audit of public AI agent skill registries in early 2026 found hundreds of skills that installed malware or exfiltrated credentials, according to a report from AISkills402. In the researchers' own t…

08:04
2026-10-19
dev.to
ai-agents

The Interview Task That Refuses to Guess

A developer has proposed a take-home interview task that tests whether candidates can build a small HTTP service turning a log line into a schema-valid support ticket that degrades gracefully when the…

08:04
2026-10-19
dev.to
large-language-models

Qwen3.8-27B Fine-Tunes: A Coding Benchmark on a MacBook

A developer benchmarked four popular Qwen3.8-27B fine-tunes and merges against the stock base model on Forge 2.0, a 300-call agentic coding task requiring an autonomous upgrade of a Jira app, run on a…

07:05
2026-10-19
dev.to
artificial-intelligence

PracticePerfect - Improve your speaking skills locally

A developer built PracticePerfect, an open-source speaking-practice app that runs Whisper small for transcription and Gemma 3:1b for feedback entirely on a laptop, keeping recordings and transcripts o…

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