78 stories
AI Agents have changed daily software development. At the office, developers now have access to private frontier AI Models and a private frontier AI Agent Harness right in our IDEs.
Courses, runnable projects, agent tutorials and production playbooks, all open source and freeContinue reading on Towards AI »
Three ways to give an AI agent its own inbox: a product with a native agent address, a developer email API, or delegated Gmail access. Trade-offs and steps.
A phased agentic workflow that centralizes interpretation while preserving execution authorityContinue reading on Towards AI »
What Claude Code Keeps of Your Skills After Compaction A 5,000-token snapshot, a 25,000-token shared budget, and a skill index that never comes back. The mechanics, the failure modes, and the …
Tail Rent: What Actually Happens to Your Agent’s Memory After a Week of Continuous Runtime I had a coding agent running against a real backlog for the better part of four days last month. Not one …
We ran Cloudflare's Clef and Clef-flash against Jev on five production AI agent decisions: 1,053 calls, accuracy, determinism, drift, cost, and what we are switching.
An AI agent with its own computer keeps working in a cloud workspace after you close your laptop. How it works, the risks, and who offers one, from $9 a month.
I Revealed the AI Authors. One Report Gained 20% More Influence. The same report went from 35% to 42% of the decision. Then rearranging the evidence exposed a bigger problem. I held a report’s text …
Claude Code 2.1.285 with 65 MCP tools: tool search cut the first request from 27,184 to 9,722 tokens and a full task by 46%. Off by default behind a proxy.
A reproducible crash test, then AG-UI, Foundry memory, and Hyperlight CodeAct in .NET and Python, with the one guarantee each feature…Continue reading on Towards AI »
Zen Mode is a chat-first way into Construct's AI computer. Ask once, it works in the background, asks when it needs you, and runs on your phone.
Many developers keep database passwords and API keys in plain text in their MCP config. Here’s how to move them into 1Password and hand…Continue reading on Towards AI »
Hearing, waiting, answering fast and knowing when to stop: the parts of a voice agent that make a call feel natural
A voice agent that negotiates freight rates, ten scripted attacks, and the difference between “never crossed the limit” and “never gave the limit away”
AI agents guess when a question is vague. Two things help: write down your rules first, then add a separate check that asks.Continue reading on Towards AI »
ChatGPT Dots needs a Pro or Business Premium plan. Compare 9 always-on agent alternatives from $0 to $50 a month, and which subscription each one needs.
Your Agent’s Memory Is a Liability: Track State, Not History There is a French draft in one of my test apps that I keep like a fossil. Article 96924661: a title, a slug, zero paragraphs. A June …
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