Why I Don't Let My AI Agent Apply Terraform
How Terraform Boundary separates AI planning from human-approved infrastructure changes with agent hooks, read-only credentials, and a gated apply process.
HCS (Hashgraph Consensus Service) Blog4 min read
Model Context Protocol
2,008 stories
Mobile App Testing: Process, Types & Checklist (2026 Guide)
Mobile app testing explained: a 9-step process, 10 test types, a device-matrix method, a 20-point release checklist, and tools teams actually use in 2026.
TestMu AI Blog34 min read
Agent skills for design and writing: what a non-code skill loads, and when it makes output worse
Design skills load 316 to 35,150 tokens when they trigger. What a non-code skill is, where it sits next to AGENTS.md and hooks, and when one makes output worse.
Stackness Blog8 min read
An agent that refuses: building a payout agent with neatlogs, Entire and cfo.ai
I won a $7,000 hackathon prize. The payout form offered me Wise. Wise's own help page says that personal accounts with an address in Indonesia "can no longer hold money or currencies in their account." That is the kind of mistake I built Cair to prevent: an agent that plans how a prize or client…
Dev.to AI5 min read
Google Search Console + MCP: 3 ways to give Claude your search data (and how I built one)
Search Console is the most useful SEO data most developers never open. It tells you which queries show your pages, how often people click and where you rank. Turning that into "fix these three things this week" is tedious table work, which is exactly what agents are good at.
Dev.to AI7 min read
One AI Knows the Errand. One Knows the Code. I Just Bring the Phone.
Part 2: the bridge connects the team. What can the team turn into something useful? In the first article, I connected my personal assistant, Instinct, to OpenCode on my Mac. Instinct is the PM. OpenCode is the developer.
Dev.to AI7 min readNews for MCP Server AI Companion
<ul> <li><b>3.13.0</b> — New <code>stop_run_configuration</code> and <code>restart_run_configuration</code> tools: stop a running run/debug configuration by name — gracefully, then force-kill — or restart it in run or debug mode, handy for servers and watchers.
CodeSpotlight Blog11 min read
Cube Forms
Cube forms are made for AI agents. Your agent can create a form and fill one in directly, over MCP or plain HTTP, from Claude Code, ChatGPT, Cursor or any agent. No browser, no CAPTCHA.
Product Hunt — Product Launches1 min read
Ant Group's LingGuang 2.0 Enters Limited Beta as a Personal Agent With Long-Term Memory
Sources close to the project say Ant Group's LingGuang is testing a version that remembers users, pushes tasks forward on its own and calls Skills and MCP tools, with a full rollout due this month.
Pandaily2 min readNews for CCoder (Claude Code Assistant)
<h3>0.2.34</h3> <ul> <li><b>A new session no longer opens on an empty background</b> — a centered guide card asks "What can I help you with?" and shows three ways to start: <code>@</code> / <code>#</code> references sent along with your message, <code>/</code> commands, and pasting a screenshot.
CodeSpotlight Blog2 min read
How shredding JSON is giving Logfire 1000x query speedups
How dynamic shredding makes the vast majority of queries in Logfire a thousand times faster, with early adopter customers reporting more than 1000x improvement on query performance.
Lobsters14 min read
Reverse Engineer Anything: What the Viral REA MCP Actually Does
A hands-on look at REA, the MCP tool that lets AI agents decompile and rebuild apps, what it really adds, and where it falls short.
MindStudio Blog7 min read
Agent Tools Today, 11 Oct 2026: Dynamic Workflows, TypeSafe AI's Raise, OpenCode 1.19.0
The top launches, skills and plugins, multi agent moves, rising repos and arguments in coding agents on 11 Oct 2026, each with its source.
Munder Difflin Blog5 min read
MCP vs CLI vs Skills: When a Shell Command Is Enough and When You Need a Server
MCP vs CLI vs skills, measured on our own servers: 14 MCP tools cost 7,553 tokens before a prompt. When a shell command wins and when a server earns it.
Zentask Blog10 min read
Real Device Testing Explained: How to Test on Real Devices
Real device testing explained: the 12 bugs emulators miss, how to pick devices, Appium code for real devices, and how to start free on real phones.
TestMu AI Blog12 min read
Zero Trust Architecture for MCP
[Playbook] Zero Trust Architecture for MCP An engineering blueprint for implementing On-Behalf-Of OAuth 2.1 and SPIFFE workload identity. Cover visual featuring a physical Causal Interaction studio …
Towards AI10 min read
Microsoft Just Shipped an AI Agent Feature Whose Entire Job Is Not Trusting the Agent
Microsoft Just Shipped an AI Agent Feature Whose Entire Job Is Not Trusting the Agent Copilot Studio’s new “Hooks” are a quiet admission that agent judgment cannot be trusted with anything that …
Towards AI7 min read
Top Open-Source GitHub Projects : colibri, ArtCraft, openGym, WeKnora, SCSKiller & Whirl #299
👉 AI Agents Studio : https://www.youtube.com/channel/UCAawqobkJZ28OLcYcMgqYaw?sub_confirmation=1 "This video covers the top trending open-source GitHub projects this week, picked for practical developer productivity.
Manu AGI
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