The end of ‘shadow AI’ at enterprises? Kilo launches KiloClaw for Organizations to enable secure AI agents at scale

As generative AI matures from a novelty into a workplace staple, a new friction point has emerged: the “shadow AI” or “Bring Your Own AI (BYOAI)” crisis. Much like the unsanctioned use of personal devices in years past, developers and knowledge workers are increasingly deploying autonomous agents on personal infrastructure to manage their professional workflows….

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How to deal with a passive-aggressive colleague

A five-step plan. As you have probably heard, most of human history, civility was not the default setting. Societies were rougher, hierarchies more brutal, and interpersonal interactions often governed by blunt displays of power and overt physical aggression rather than kind or cordial exchanges. In medieval societies, for instance, everyday interactions were far less restrained…

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AI can push your Stream Deck buttons for you

If you’re tired of controlling Stream Deck devices by manually pushing buttons, then good news: Elgato will now let you delegate that task to a chatbot instead. The Stream Deck 7.4 software update released today introduces Model Context Protocol (MCP) support, allowing AI assistants like Claude, ChatGPT, and Nvidia G-Assist to find and activate Stream…

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Meta’s new structured prompting technique makes LLMs significantly better at code review — boosting accuracy to 93% in some cases

Deploying AI agents for repository-scale tasks like bug detection, patch verification, and code review requires overcoming significant technical hurdles. One major bottleneck: the need to set up dynamic execution sandboxes for every repository, which are expensive and computationally heavy.  Using large language model (LLM) reasoning instead of executing the code is rising in popularity to…

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