Building an Autonomous Agent That Can Run Terminal Commands
Learn how to build an autonomous AI agent with terminal access using Mozaik. Discover how tool-equipped agents can execute shell commands and accomplish complex tasks independently.
5,369 stories
Learn how to build an autonomous AI agent with terminal access using Mozaik. Discover how tool-equipped agents can execute shell commands and accomplish complex tasks independently.
IntroductionPost-training is where the real cost of LLM development lives. Taking a pretrained base model and turning it into something actually useful - an assistant that follows instructions, reasons carefully, and behaves safely - requires months of supervised fine-tuning, reward modeling, and…
McKinsey hacked in 2 hours. 5 situations where AI agents will fail. Production permissions, regulated data, legacy systems—check before deploy.
In October of 2023, I wrote about the “Shape of the Shadow of the Thing,” speculating on the Thing that AI might turn into in the coming years. I think we can see the Thing much more clearly now, and some of the consequences that come with it.
The LangWatch MCP server brings agent evaluation into Claude, Cursor, and Copilot, so you version prompts, generate scenarios, and benchmark models in flow.
Yes, OpenAI and Google degrade their models. OpenAI admitted silent updates after denying it. Gemini redirects models. With full evidence.
Introducing Brand Studio: a unified system for creating, managing, and deploying distinct AI agent identities across chat, voice, email, and copilot.
Gemini has become Google’s answer to Copilot and ChatGPT for teams, putting AI directly into Docs, Sheets, Slides, Gmail, and Meet. For Google‑first startups and small businesses, simply “turning on Gemini” feels like the easiest way to get started with AI.
Microsoft 365 Copilot has quickly become the default way many companies “try AI” because it lives directly inside Word, Excel, PowerPoint, Outlook, and Teams. It’s great for drafting emails, summarizing meetings, or tweaking slides without ever leaving the Microsoft ecosystem.
We benchmarked GPT-5.4, Gemini 3.1 Pro, Claude Opus, Sonnet, and 12 others on 3 Open OCR Benchmarks
We find that roughly half of test-passing SWE-bench Verified PRs written by recent AI agents would not be merged into main by repo maintainers. A naive interpretation of benchmark scores may lead one to overestimate how useful agents are without more elicitation or human feedback.
See how LedgerUp boosted AI visibility 1713% in less than 30 days, dominating AI search with Gauge.
KuzuDB was archived in 2025. Vela Partners — a leading quant VC — forked it with concurrent writes for multi-agent AI. Benchmarks: 374x faster than Neo4j.
Recently, the internet has been taken by storm by OpenClaw: an open source AI tool that lets anyone create multiple AI agents to simplify and automate complex processes on their own laptop or computer.
Lightpanda now converts web pages to markdown natively inside the browser, cutting token usage for AI agents.
How I Reconstructed Operation Epic Fury From My Couch Using Public Data
Tired of entering your API Key every time you install a new AI plugin? Eagle's official "AI Models" plugin lets you configure once and use across all AI plugins.
Nikola Jurkovic describes observations from tasking Opus 4.6 with reimplementing Slay the Spire and Balatro in the CLI.
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