GetClawCloud Blog
Real-world AI agents you can deploy in minutes
Work & Productivity
Agents that power your mind—automating research, deep analysis, content creation, and professional workflows.
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#4 on Hacker News: "AI tools are only as good as your judgment." Build a Telegram AI agent that evaluates every piece of AI output — checking accuracy, tone, structure, completeness, and readability — before it reaches your users. Ready-to-use prompt included.
May 2026 -
Claude found a macOS kernel vulnerability (CVE-2026-28952) by auditing Apple's kernel source. Build your own AI vulnerability code audit agent on Telegram that finds bugs in your codebase the same way — before attackers do. Ready-to-use prompt included.
May 2026 -
New research shows AI coding agents silently relax constraints as tasks grow. Build a constraint self-validator agent on Telegram that catches the drift before bad code ships. Ready-to-use prompt included.
May 2026 -
Memory now makes up 63% of AI chip costs — and your agent bills will feel the pressure. Track every token your AI agents burn and cut costs by 40% with this ready-to-use Telegram prompt.
May 2026 -
Build your own Telegram AI automation bot with 6 ready-to-use prompts for research, monitoring, lead gen, and more. Deploy on GetClawCloud in 60 seconds — no coding required.
May 2026 -
Stop hopping between tabs. Build a Telegram AI agent that crawls news, forums, reviews, and social media — delivering structured research briefs from a single prompt. Ready-to-use prompt included.
May 2026 -
#9 on Hacker News (165 pts): KanBots runs parallel AI agents on every Kanban card. Build your own AI project manager on Telegram that decomposes tasks, tracks dependencies, and delivers daily standup reports. Ready-to-use prompt included.
May 2026 -
#5 on Hacker News (598 pts): AI-generated walls of text are ruining conversations. Build a Telegram AI agent that enforces brevity, human tone, and concise answers — no fluff, no filler. Ready-to-use prompt included.
May 2026 -
#4 on Hacker News: a photographer indexed a year of unlabeled footage using a local vision model overnight. Build a Telegram agent that does the same — find "the elephant at golden hour" from years of IMG_*.mov files. Ready-to-use prompt included.
May 2026 -
Simon Willison just summarized six months of LLM releases in five minutes — and the pace is impossible to track manually. Build a Telegram AI agent that monitors new model launches, benchmarks, API changes, and deprecations so you never miss a shift. Copy-paste prompt included.
May 2026 -
Qwen3.7-Max just hit #3 on Hacker News — 35 hours of autonomous agent work, 1,158 tool calls, zero interruptions. Deploy it with OpenClaw on Telegram using a ready-to-use long-cycle agent prompt.
May 2026 -
OpenAI adopts Google's SynthID watermark for AI images — same week an open-source watermark removal tool hits HN #10. Build a Telegram AI agent that verifies image authenticity through metadata forensics, watermark detection, noise analysis, provenance checks, and cross-referencing. Ready-to-use prompt included.
May 2026 -
Texas Instruments open-sourced Forge: an 8B local model with guardrails hits 99.3% on multi-step agentic workflows — beating Claude Sonnet's 87.2% without reliability layers. Build your own reliable AI agent on Telegram with a ready-to-use prompt that encodes retry nudges, step enforcement, and self-verification.
May 2026 -
Odyssey dropped Agora-1, a multi-agent world model for autonomous driving. Build a research coordinator on Telegram that decomposes complex questions, delegates to specialist sub-agents, and consolidates findings into structured briefings. Ready-to-use prompt included.
May 2026 -
Semble just hit #6 on Hacker News with proof that AI agents waste 98% of tokens on grep+read. Build a Telegram agent that uses semantic code search instead — find the exact code you need in one natural language query. Ready-to-use prompt included.
May 2026 -
I gave my Telegram AI agent a Wavespeed API key and told it to generate a video using ByteDance's Seedance 2.0. The agent read the API docs, wrote a Python script, polled for completion, and delivered the result — all by itself. True story, full prompt included.
May 2026 -
Mitchell Hashimoto's "AI psychosis" warning hit 1,291 HN points. Build a Telegram agent that audits your team's AI usage patterns, detects over-reliance, and prescribes structural fixes — no motivational platitudes. Ready-to-use prompt included.
May 2026 -
Mitchell Hashimoto just called out "AI psychosis" on Hacker News (817 points). Build an AI agent on Telegram that stress-tests your next AI idea against real market data — before you waste 3 months building something nobody needs. Ready-to-use prompt included.
May 2026 -
Cactus just open-sourced Needle — a 26M parameter model that does function calling on a phone at 1200 tok/s. Build your own tool-use AI agent on Telegram that calls functions, fetches real data, and executes actions from one prompt. Ready-to-use copy included.
May 2026 -
DeepMind is reimagining how humans interact with AI — and the real breakthrough is getting agents to plan before they execute. Build a structured reasoning agent on Telegram that scopes, plans, executes, and verifies every task. Ready-to-use prompt included.
May 2026 -
Hacker News just debated "If AI writes your code, why use Python?" Build an AI agent on Telegram that analyzes your project, team, and constraints to recommend the optimal programming language — Rust, Go, TypeScript, Python, or more. Ready-to-use prompt included.
May 2026 -
"Task Paralysis and AI" hit Hacker News hard today — too many AI-generated options make it harder to act. Build an agent on Telegram that chops vague goals into concrete, single-path steps. Ready-to-use prompt included.
May 2026 -
Analyze SERPs, find keyword gaps, and generate content briefs with an AI agent — all delivered to Telegram. Stop guessing what to write. Ready-to-use prompt included.
May 2026 -
Hacker News's #1 post proves it: throwing more prompts at AI agents doesn't fix them — control flow does. Build a structured agent workflow on Telegram with real decision logic, phase gates, and validation rules. Ready-to-use prompt included.
May 2026 -
Simon Willison warns vibe coding and agentic engineering are blurring — and most agent skills go untested. Build a skills evaluator on Telegram that A/B tests your SKILL.md files with real evidence. Ready-to-use prompt included.
May 2026 -
Vibe coding agents write code 10x faster — but the real bottleneck is bad specs. Build a spec validator on Telegram that catches ambiguity before agents waste hours. Ready-to-use prompt included.
May 2026 -
Anthropic just released 10 agent templates for financial services. Build your own financial research agent on Telegram — company research, valuation checks, and market briefings delivered daily. Ready-to-use prompt included.
May 2026 -
Addy Osmani's "Agent Skills" just crossed 26K stars on GitHub — structured workflows that keep AI coding agents honest. Build an AI agent that discovers, evaluates, and composes agent skills for your specific stack. Ready-to-use prompt included.
May 2026 -
Agentic coding is a trap — it atrophies skills and builds cognitive debt. Build a structured code review agent on Telegram that catches bugs, security issues, and maintainability problems before they ship. Ready-to-use prompt included.
May 2026 -
The #1 Hacker News post today proves it: writing YAML specs beats verbose prompts. Build an AI spec-making agent on Telegram that generates structured blueprints — no more agent psychosis, no more slop cycles. Ready-to-use prompt included.
May 2026 -
Claude Code just started refusing requests and charging extra when it detects "OpenClaw" in commits. Build your own coding agent workflow on Telegram — no gatekeeping, no keyword scanning, your rules.
May 2026 -
Stop doing manual research. Build an auto research agent workflow on Telegram — the agent scopes questions, searches the web, synthesizes findings, and delivers briefings. Copy-paste prompt included.
April 2026 -
The "local AI" trend is hitting Hacker News — and it's changing how agents work. Build a private AI research agent on Telegram that runs on local models with zero API costs, full privacy, and unlimited queries. Ready-to-use prompt included.
May 2026 -
An amateur with ChatGPT just solved a 60-year-old math problem. Build your own research agent in Telegram with a copy-paste prompt that structures deep research from scoping to synthesis.
April 2026 -
Who owns code written by Claude Code, Cursor, or Codex? Build an ownership audit agent on Telegram — protect your codebase with clear licensing intelligence.
April 2026
Tools & Monitoring
Always-on assistants that handle daily practical tasks, find deals, watch the landscape, and alert you instantly.
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#1 on Hacker News (426 pts): Anthropic’s Project Glasswing found 10,000+ critical vulnerabilities in its first month. The new bottleneck isn’t finding bugs — it’s triaging them. Build an AI agent that filters, prioritizes, and prescribes fixes for your exact stack. Ready-to-use prompt included.
May 2026 -
Mini Shai-Hulud just compromised 317 npm packages in 22 minutes — including echarts-for-react (3.8M downloads/month). The malware even hijacks Claude Code and Codex sessions. Build an AI agent that watches your dependency tree and alerts you on Telegram. Ready-to-use prompt included.
May 2026 -
"I don't think AI will make your processes go faster" hit #1 on HN (497 pts). Here's why they're right about raw chatbots — and wrong about AI agents. Build a Telegram agent that audits your daily workflow and finds where AI actually saves time. Ready-to-use prompt included.
May 2026 -
OpenAI just gave ChatGPT Plus to every Maltese citizen. Build an AI agent that monitors government AI adoption, RFPs, and policy changes worldwide — delivering daily opportunities to Telegram. Ready-to-use prompt included.
May 2026 -
MCP (Model Context Protocol) is trending on HN — and it's the missing link between AI agents and real-world tools. Build an MCP-compatible tool-use agent on Telegram with a copy-paste prompt. Ready-to-use prompt included.
May 2026 -
AI Agent Security Monitoring: Catch Vulnerabilities & Access Restrictions Before They Hit Your Stack
New Nginx exploit, frontier AI access restrictions, and VPN fingerprinting risks — build an AI agent that monitors your entire threat surface and delivers daily briefings to Telegram. Ready-to-use prompt included.
May 2026 -
arXiv now bans authors for 1 year if they submit hallucinated references. Build an AI citation checker agent that catches fake, co-authored, and nonexistent citations before submission — ready-to-use prompt included.
May 2026 -
Anthropic just launched Claude for Small Business — 15 workflows across QuickBooks, PayPal, and HubSpot. Build your own AI small business ops agent on Telegram that handles financial checks, competitor intelligence, and lead research — no vendor lock-in. Ready-to-use prompt included.
May 2026 -
A developer moved their entire digital stack to Europe and HN lost its mind (887 points). Build an AI agent that monitors your data sovereignty, tracks privacy regulations, and finds self-hosted alternatives — all delivered to Telegram. Ready-to-use prompt included.
May 2026 -
Google just confirmed criminal hackers used AI to discover and exploit a major software flaw in the wild. Build an AI vulnerability monitoring agent on Telegram that detects AI-assisted exploits and zero-day threats. Ready-to-use prompt included.
May 2026 -
A new study shows LLMs corrupt 25% of document content in long workflows. Build an AI audit agent that catches silent corruption before it compounds. Ready-to-use prompt included.
May 2026 -
AWS just went down and took Coinbase and FanDuel with it. Build an AI agent that monitors cloud provider status pages and alerts you on Telegram — before your users notice. Ready-to-use prompt included.
May 2026 -
An AI hallucination claimed Cliff Stoll died in 2024 — he was very much alive. Build a fact-checking agent on Telegram that cross-references AI claims against real sources, detects fabricated citations, and delivers a full audit report. Ready-to-use prompt included.
May 2026 -
Computer Use AI agents cost 45x more than structured API calls — Reflex.dev just proved it. Build a cost analyzer agent on Telegram that audits your workflows, compares approaches, and cuts AI spending. Ready-to-use prompt included.
May 2026 -
Google Chrome silently installed 4 GB of Gemini Nano on billions of devices without asking — and re-downloads it if you delete it. Build an AI agent that detects unauthorized AI model deployments, silent software installs, and consent violations on your systems. Ready-to-use prompt included.
May 2026 -
Bun is being ported from Zig to Rust. Microsoft Edge stores passwords in clear text. Build an AI agent that monitors your dev stack for security flaws, reliability warnings, and trust risks — delivered to Telegram. Ready-to-use prompt included.
May 2026 -
Stay informed without info overload. An AI agent fetches, filters, and condenses news from across the web — delivered to Telegram. Ready-to-use prompt included.
May 2026 -
Find, qualify, and rank sales leads automatically. An AI agent searches the web, scores fit, enriches profiles, and delivers briefings to Telegram — ready-to-use prompt included.
May 2026 -
Harvard just proved AI beats doctors at triage diagnosis (67% vs 55%). Build a clinical research analysis agent on Telegram that analyzes studies, evaluates treatments, and generates differential diagnoses — ready-to-use prompt included.
May 2026 -
VS Code was caught inserting "Co-Authored-by: Copilot" into commits — even when Copilot wasn't used. Build an audit agent that detects silent AI changes across your dev stack, delivered to Telegram. Ready-to-use prompt included.
May 2026 -
Claude Code refuses requests when it detects "OpenClaw" in commits. Build a governance audit agent that scans your AI stack for keyword gatekeeping, pricing changes, and silent policy enforcement.
May 2026 -
Catch supply chain attacks before they hit your data. Track leaks, compromised vendors, and stolen credentials — delivered to your Telegram.
April 2026 -
Track industry shifts, ecosystem changes, and competitor moves. Microsoft and OpenAI just ended their exclusivity — this agent keeps you informed.
April 2026 -
Set up an agent that monitors competitors daily and delivers Telegram briefings. Copy-paste this ready prompt — no coding needed.
April 2026 -
Track AI ecosystem changes — model releases, API deprecations, regulatory moves, and partnership shifts — all delivered to Telegram daily.
April 2026 -
Compare listings, detect fake bundles, filter bad offers, and find the best value hardware automatically. Ready-to-use prompt included.
April 2026 -
Your prompts are bleeding money. Build an optimizer agent on Telegram that cuts token waste in half using lessons from HN's trending bugs.
April 2026 -
Use GPT-5.5 with OpenClaw in minutes. Paste your OpenAI API key, choose the model, and launch instantly — no VPS, Docker, or server setup required.
April 2026