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16:00
2026-09-25
industrycontents.com
large-language-models

AMap Let an LLM Predict Your Next Stop

AMap, part of Alibaba Group, tested a small language model called Gwhere against its production multi-stage recommender for the "Guess Where You Go" homepage card, generating a likely next destination's semantic code ins…

09:42
2026-09-25
dev.to
ai-agents

Refactor Agent Skills for 10x Cost Efficiency

A developer refactored coding-agent skills into a two-tier orchestration that pins mechanical steps to Claude Haiku in a forked context and routes judgment work to Claude Sonnet, cutting a pull-request-description workfl…

08:24
2026-09-25
dev.to
ai-agents

I tried to catch Next.js contradicting itself. It never did.

A developer built Router Rosetta, a retrieval-augmented agent that identifies whether a Next.js code snippet or question belongs to the Pages Router or the App Router and translates it to the other, citing a Sanity-hoste…

08:08
2026-09-25
byteiota.com
ai-tools

VoiceBox: Local Voice Cloning and MCP for AI Agents

VoiceBox, an open-source desktop voice application from developer Jamie Pine, reached v0.5.0 with 53,000 GitHub stars and 1.3 million downloads, bundling local voice cloning, a seven-engine TTS pipeline, Whisper dictatio…

00:20
2026-09-25
dev.to
ai-agents

Credentials in the Agent's Reach: The Codex Memory-Sharing Issue

Researchers reported a Codex sandbox escape in which untrusted code generated by the AI agent read authentication tokens from a shared process memory region in the Node.js utility bundled with Codex Desktop, then forged …

22:16
2026-09-24
blog.kilo.ai
artificial-intelligence

Jev, Jevons, and the AI model that only answers yes or no

TypeSafe released Jev on September 15, an early-access AI model that answers only yes-or-no questions with a confidence score in under a second, aimed at narrow in-software decisions such as whether a customer is request…

18:02
2026-09-24
dev.to
ai-tools

Learn Empty Diffs by Building a Tiny Prompt Journal

A developer built a small standard-library Python tool that hashes a canonicalized JSON request with SHA-256 and blocks a model send when the request is byte-identical to the previous journal entry, printing the changed …

12:00
2026-09-24
kdnuggets.com
ai-agents

What I’ve Learned About DeepSeek Harness

DeepSeek open-sourced an agent runtime called DeepSeek Harness (CLI name `dsh`) on August 13, 2026, and the GitHub repository passed 186,000 stars with over 20,000 forks within ten days, according to KDnuggets team membe…

00:00
2026-09-24
starlabs.sg
ai-tools

Dirty Cert: Cisco Smart Software Manager's Silently Patched RCE

A security researcher found a post-auth remote code execution vulnerability in Cisco Smart Software Manager (CSSM) that was silently patched in Cisco's 10-202608 upgrade, uploaded on 10 Aug 2026. The flaw, in the nginx c…

17:33
2026-09-23
blog.kilo.ai
ai-agents

I canceled my YMCA membership by sending a text to Instinct

A writer used Instinct, a personal AI agent accessed through iMessage, to cancel a household YMCA membership, with the agent ending family access on September 30 and stopping a $60 charge scheduled for October 1. The age…

22:27
2026-09-22
dev.to
ai-safety

llm-guard is archived. I built a deterministic replacement.

A developer has released llm_sentinel, a deterministic guardrail library positioned as a replacement for the archived llm-guard, bundling ten scanners that cover prompt injection, secrets, PII, toxicity, gibberish, banne…

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