This story was originally published on HackerNoon at: https://hackernoon.com/the-nvidia-nemotron-stack-for-production-agents.
NVIDIA just dropped a production-ready stack where speech, retrieval, and safety models were actually designed to compose.
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NVIDIA just dropped a production-ready stack where speech, retrieval, and safety models were actually designed to compose.

This story was originally published on HackerNoon at: https://hackernoon.com/googles-jules-starts-surfacing-work-on-its-own-signaling-a-shift-in-ai-coding-assistants.
Google is make its Jules coding agent more "proactive," allowing it to surface tasks and respond to events without being explicitly invoked by developers.
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This story was written by: @ainativedev. Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com.

Google is make its Jules coding agent more "proactive," allowing it to surface tasks and respond to events without being explicitly invoked by developers.

This story was originally published on HackerNoon at: https://hackernoon.com/an-ai-created-an-audio-and-video-equalizer-in-c-for-byte-by-byte-streaming.
A developer asks Claude to make something most Sr. DSP Audio Engineers struggle with.
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I requested Claude to devise a solution for one of the most challenging issues that Audio DSP engineers often get wrong, which is quite difficult for humans to tackle. The prompt was to create an example of an equalizer in C++ that takes the pinout of an infotainment board and applies ser/des (serialization/deserelization) principles to sync byte by byte in near real time audio streams and video coming from difference channels. Utilize bitwise operators, io threading, and memory buffering as well as do this example in the least amount of lines of code as possible.

This story was originally published on HackerNoon at: https://hackernoon.com/what-comes-after-the-ai-bubble.
As the AI bubble deflates, attention shifts from scale to structure. A long view on knowledge, graphs, ontologies, and futures worth living.
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As the AI bubble deflates, attention shifts from scale to structure. A long view on knowledge, graphs, ontologies, and futures worth living.

This story was originally published on HackerNoon at: https://hackernoon.com/why-agent-skills-could-be-the-most-practical-leap-in-everyday-ai.
Agent Skills add plug‑in style abilities to Claude via progressive loading and sandboxed execution—simpler than MCP for repeatable work.
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- **Agent Skills** are *modular capability packs* for Claude: metadata + instructions + resources/scripts that Claude can load **only when relevant**. - The killer feature is **progressive disclosure**: Claude initially reads just `name` + `description`, then loads full instructions only after the user agrees, and executes code in a **sandbox**. - **Skills ≠ MCP**: Skills are “inside-Claude” workflow modules; **MCP** is an open protocol for connecting models to external tools/data via client/server. - Best practice: use **Skills for standardised internal work** (docs, spreadsheets, review checklists) and **MCP for external systems** (databases, SaaS APIs, live data).

This story was originally published on HackerNoon at: https://hackernoon.com/the-ai-agent-revolution-how-to-build-the-workforce-of-tomorrow.
Explore the AI Agent Revolution and learn how autonomous AI agents are transforming knowledge work, reshaping careers, and creating new opportunities.
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AI agents aren’t just chatbots — they’re autonomous digital workers that plan, act, and execute complex workflows on their own. This guide explains what AI agents are, why they matter now, and how you can build them. It includes frameworks, real-world examples, and code to help you join the emerging AI-driven workforce before it overtakes traditional knowledge jobs; i.e. before it takes your job!

This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-25.
Final Week Upcoming...
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Final Week Upcoming...

This story was originally published on HackerNoon at: https://hackernoon.com/indie-hacking-vibe-coding-setup-what-changed-in-6-months.
It’s far more efficient to run multiple Claude instances simultaneously, spin up git worktrees, and tackle several tasks at once.
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It’s far more efficient to run multiple Claude instances simultaneously, spin up git worktrees, and tackle several tasks at once.