ZeroClaw AI Agent Blog
News, releases, and stories from the ZeroClaw community.
ZeroClaws.io · April 3, 2026 · 6 min read Telegram Bot API in 2026: What AI Agent Developers Need to Know
Bots that create bots. An AI-powered text editor built into every client. Voice message handling. Telegram's March 2026 update reshaped what's possible for AI agents on the platform.
ZeroClaws.io · April 1, 2026 · 7 min read ZeroClaw Multi-Channel Setup: One Agent, Telegram + Discord + WhatsApp Simultaneously
Telegram just upgraded its Bot API to let bots create other bots. Discord integration takes 10 minutes. WhatsApp via Baileys works but has caveats. Here's the complete multi-channel guide.
ZeroClaws.io · March 30, 2026 · 9 min read After the OpenClaw Crisis: ZeroClaw vs NanoClaw vs Moltis vs IronClaw — Alternatives Compared
The post-OpenClaw migration wave produced four serious alternatives. We compare them on security, performance, ecosystem, and deployment — with real benchmarks, not feature checklists.
ZeroClaws.io · March 28, 2026 · 8 min read After the OpenClaw Security Crisis: How to Run AI Agents Without Getting Hacked
CVE-2026-25253 scored 8.8 CVSS. 42,000+ OpenClaw instances exposed. 41.7% of ClawHub skills vulnerable. Here's what went wrong, why architecture matters, and how to run AI agents securely.
ZeroClaws.io · March 26, 2026 · 6 min read AI Agent Security Checklist: 15 Things to Verify Before Your Agent Handles Real Data
After 31 CVEs, 824 malicious skills, and 135K exposed instances, the AI agent community has learned what to check. Here's the checklist, distilled from three months of security incidents.
ZeroClaws.io · March 22, 2026 · 9 min read From 135K Stars to 31 CVEs: The Complete OpenClaw Security Timeline
OpenClaw went from the fastest-growing open source project of 2026 to a case study in AI agent security failures. We reconstruct every major event — from the first star to the nine-CVE flood.
ZeroClaws.io · March 21, 2026 · 9 min read Deploying ZeroClaw to Production: Docker, Kubernetes, and Everything Between
ZeroClaw's 3.4MB binary and sub-10ms startup make it uniquely suited for containerized deployment. Here's the complete guide — from a single Docker container to auto-scaling Kubernetes clusters.
ZeroClaws.io · March 19, 2026 · 9 min read Rust vs Go vs Python for AI Infrastructure: The 2026 Reality Check
Python has the ecosystem. Go has the simplicity. Rust has the performance. But which actually matters for AI agent runtimes? We look at the data, not the hype.
ZeroClaws.io · March 18, 2026 · 6 min read ZeroClaw + Ollama: Run a Fully Private AI Agent in 5 Minutes
No API keys. No data leaving your network. Zero ongoing cost. Set up a fully local AI agent with ZeroClaw and Ollama in five minutes flat.
ZeroClaws.io · March 17, 2026 · 7 min read NVIDIA NemoClaw + ZeroClaw: Enterprise AI Agent Deployment with Double Isolation
NVIDIA's GTC 2026 launch of NemoClaw adds container-level isolation to OpenClaw. But ZeroClaw's Rust memory safety already provides process-level isolation. Combine them for defense in depth.
ZeroClaws.io · March 15, 2026 · 7 min read The 10 Best Local LLM Models to Run with Ollama in 2026
Not all local models are created equal. We tested dozens and ranked the top 10 by real-world usefulness — from a 1.5B model that runs on any laptop to a 70B powerhouse that rivals cloud APIs.
ZeroClaws.io · March 12, 2026 · 8 min read Self-Hosted AI Under GDPR, HIPAA, and SOC 2: A Compliance-First Deployment Guide
When your AI agent processes customer data, patient records, or financial information, "cloud AI" isn't just a preference — it's a compliance decision. Here's how to deploy locally and stay compliant.
ZeroClaws.io · March 7, 2026 · 8 min read Inside ZeroClaw's Hybrid Memory: How SQLite + FTS5 + Vectors Beat Dedicated Vector Databases
ZeroClaw doesn't use Pinecone, Weaviate, or ChromaDB. It uses a single SQLite file with FTS5 full-text search and vector similarity — and it's faster for agent workloads. Here's why.
ZeroClaws.io · March 6, 2026 · 10 min read ZeroClaw vs OpenClaw vs PicoClaw: The Definitive 2026 Comparison
RAM usage, cold starts, security, channel support, architecture — we benchmark the three most popular open-source AI agent runtimes side by side with real numbers.
ZeroClaws.io · March 3, 2026 · 10 min read The AI Agent Framework Landscape in 2026: From LangChain to ZeroClaw
Python dominates ecosystem size. Rust dominates performance. Go sits in between. We benchmark 10 frameworks across memory, latency, and throughput — and the gaps are bigger than you'd expect.
ZeroClaws.io · February 27, 2026 · 8 min read Why ZeroClaw Chose Rust Traits Over a Plugin System — And Why It Matters
No plugin marketplace. No runtime loading. No supply chain attack surface. ZeroClaw's extension model is built on Rust traits — and the ClawHub crisis proved why.
ZeroClaws.io · February 24, 2026 · 7 min read Deploy Your Own AI Assistant on a $10 Raspberry Pi with ZeroClaw
ZeroClaw uses 4MB of RAM. A Raspberry Pi Zero 2 W costs $15. Here's how to build an always-on AI assistant for less than a month of ChatGPT Plus.
ZeroClaws.io · February 22, 2026 · 6 min read ZeroClaw + Ollama + Open WebUI: Build a Completely Offline AI Stack
No internet. No API keys. No data leaving your network. Here's how to set up a full-featured AI assistant with a ChatGPT-style web interface — all running on your own hardware.
ZeroClaws.io · February 17, 2026 · 7 min read ClawHavoc: How 820 Malicious Skills Infiltrated OpenClaw's Marketplace
Koi Security discovered that 20% of ClawHub's skill registry was compromised. Professional documentation, fake star counts, and innocuous names hid data-stealing payloads. Here's how the attack worked and what it teaches us.
ZeroClaws.io · February 15, 2026 · 7 min read AI Agent Hardware Guide: From a $10 Raspberry Pi to an $800 GPU Workstation
What hardware do you actually need to run a local AI agent? We break down five budget tiers — from a $10 Pi Zero to an $800 GPU rig — with real performance numbers and model recommendations for each.
ZeroClaws.io · February 13, 2026 · 8 min read Self-Hosting AI in 2026: The Complete Privacy-First Stack
ZeroClaw + Ollama + Tailscale = a fully private AI assistant accessible from anywhere. No cloud dependency, no data leakage, no monthly fees.
ZeroClaws.io · February 10, 2026 · 7 min read From OpenClaw to ZeroClaw: A Zero-Downtime Migration Guide
After CVE-2026-25253, the migration question isn't "should I?" but "how fast?" This guide covers the complete migration path — config import, memory transfer, channel reconnection — with zero downtime.
ZeroClaws.io · February 4, 2026 · 8 min read CVE-2026-25253 Dissected: How One Click Gave Attackers Full Control of 42,000 OpenClaw Instances
A CVSS 8.8 vulnerability turned OpenClaw into a remote code execution vector. We trace the full attack chain — from a malicious webpage to shell access — and explain what this means for AI agent security.
ZeroClaws.io · February 2, 2026 · 6 min read From OpenClaw to ZeroClaw: A Migration Guide for Frustrated Users
Tired of OpenClaw's security issues and resource hunger? Here's a step-by-step migration guide — what carries over, what changes, and how to switch in 20 minutes.
ZeroClaws.io · January 26, 2026 · 7 min read Edge AI in 2026: When Real Models Run on $10 Hardware
Production-quality quantization, tiny NPUs, and sub-5MB runtimes have converged. Edge AI isn't a compromise anymore — it's a deployment target. Here's what changed and what it means.
ZeroClaws.io · January 22, 2026 · 7 min read The Hidden Cost of AI Agents: Why RAM and Cold Starts Matter More Than You Think
Everyone talks about token costs. Nobody talks about the $200/year you waste on RAM, the users you lose to cold starts, or the servers you over-provision. Let's fix that.
ZeroClaws.io · January 16, 2026 · 8 min read ZeroClaw on Raspberry Pi 5 + AI HAT+ 2: Build a 40 TOPS Edge AI Agent for Under $200
The Raspberry Pi AI HAT+ 2 brings 40 TOPS of inference to a $130 add-on board. Pair it with ZeroClaw's 3.4MB runtime and you have an edge AI agent that runs real models — no cloud, no subscription, no fan noise.
ZeroClaws.io · January 10, 2026 · 8 min read Why Rust Is the Future of AI Agent Runtimes
Python built the AI prototype era. Rust is building the AI infrastructure era. Here's why memory safety, zero-cost abstractions, and fearless concurrency matter for agents.
ZeroClaws.io · December 30, 2025 · 9 min read How ZeroClaw's Hybrid Memory Works: SQLite Vector + FTS5 Explained
No Pinecone. No Elasticsearch. No external databases. ZeroClaw combines SQLite vector search and FTS5 full-text search in a single file. Here's how.
ZeroClaws.io · December 18, 2025 · 7 min read Building a Multi-Channel AI Assistant: Telegram + Discord + WhatsApp
One ZeroClaw instance, three chat platforms, shared memory. Here's how to build an AI assistant that follows you across Telegram, Discord, and WhatsApp.
ZeroClaws.io · December 8, 2025 · 5 min read ZeroClaw on Railway and Cloudron: One-Click Cloud Deployment
Don't want to manage servers? Deploy ZeroClaw to Railway in one click or self-host on Cloudron with automatic updates. Here's how.
ZeroClaws.io · November 26, 2025 · 8 min read Trait-Driven Architecture: How ZeroClaw Makes AI Agents Extensible Without Plugins
OpenClaw's plugin system led to supply chain attacks. ZeroClaw uses Rust traits instead — compile-time safe, zero runtime injection, and extensible by design.
ZeroClaws.io · November 15, 2025 · 10 min read The Best AI Agent Frameworks of 2026: A Developer's Honest Comparison
LangChain, CrewAI, AutoGen, ZeroClaw, n8n — the AI agent framework landscape is crowded. Here's an honest comparison from a developer who's tried them all.
ZeroClaws.io · November 5, 2025 · 8 min read AI Agents Go to Production in 2026: What the Enterprise Needs
Gartner says 40% of enterprise apps will use AI agents by end of 2026. Most aren't ready. Here's what production actually requires — and what most frameworks get wrong.
ZeroClaws.io · October 25, 2025 · 6 min read Building a Home AI Hub: ZeroClaw as Your Always-On Family Assistant
An old laptop, ZeroClaw, and a family Telegram group. That's all you need for a 24/7 AI assistant that helps with homework, recipes, schedules, and more — with zero monthly fees.