10 Common OpenClaw Errors and How to Fix Them
Rate limit, OOM, pairing, hallucination, Docker fails. Here are the 10 most common OpenClaw errors in 2026 with the fastest fix for each.
BetterClaw Blog9 min read
tool calling
245 stories
not much happened today
AIE NYC leadership tickets will sell out tomorrow, while for SF folks, AIE CODE applications are still open for the top agentic engineers in the world.
Latent Space27 min read
Mellum2.1 Gets to Work: A Fast Open Model for Coding Agents
Trained with reinforcement learning in real environments, Mellum2.1 is built for coding agents and fast sub-agents that run on your own hardware. Today, we’re releasing Mellum2.1, the next version of the 12B mixture-of-experts model we open-sourced in June.
JetBrains AI Blog4 min read
7 Best Resources to Learn About Self-Evolving AI Agents
The next step for AI agents? Self-improvement. Here are 7 resources to get started.
KDnuggets5 min read
You Are Building AI Agents Wrong: Use ReAct Instead
#ReAct #AIAgents #AIEngineer ReAct pattern for AI agents: tool calling, Reason and Act loop, Python function calling, multi-tool agents, and Agentic AI — step-by-step before LangChain.
Balaji Chippada
7 Best Tools for LLM-as-a-Judge Evaluation (2026)
Ask a judge model the same pairwise question 50 times and you’d expect 50 identical verdicts. In a 2026 study of GPT-4o-mini and GPT-4.1-mini as...
Opencontroller by lyzr Blog11 min read
What Is an AI Harness? Claude Code and Codex Explained
AI harnesses like Claude Code and Codex control how models act. Learn the five components: context, memory, tools, verification, permissions.
MindStudio Blog8 min read
Introducing Claude Haiku 5.5 on AWS
Claude Haiku 5.5 is now available on Amazon Bedrock and Claude Platform on AWS. According to Anthropic, it is the fastest, most efficient model in the Claude 5.5 family, built for subagents and high-volume, cost-sensitive work, and costs around 75% less than Claude Haiku 4.5 for most tasks.
AWS ML Blog6 min read
Decision model benchmark: Jev, Kev, Liquid d1, and more
On 15 September, TypeSafe released Jev, and within a few weeks about 10 companies had shipped something that works the same way. OpenAI, Liquid, Cloudflare, AWS and PostHog all launched one, and an open clone called Kev showed up on Hugging Face in between.
Arize AI14 min read
Can a Cloud-Native Harness Make Agents Reliable Beyond the Desktop?
Kubernetes co-creators Craig McLuckie and Joe Beda aim to bring agent harnesses fully into the cloud.
Latent Space7 min read
LLM Gateway for AI Agents: Routing, Failover and Cost Control
Learn how an LLM gateway routes AI agent requests, handles provider failures and rate limits, and controls spend across models.
Rerun Blog13 min readTurnslide: Scalable Multi-Turn Data Synthesis by Walking a Finite-State Machine
Small language models are inexpensive to serve and can run on private infrastructure, but base models are often not good enough at multi-turn tool calling, and fine-tuning them needs per-API data that rarely exists.
arXiv - cs.CL (NLP)2 min read
Aleph Alpha Kolibri 1: Germany's Open-Weight MoE Reasoning Model
Kolibri 1 is Aleph Alpha's 78B mixture-of-experts model for German and English, with 1M-token context and Apache 2.0 licensing.
MindStudio Blog8 min read
Is Holo4 Free to Use? License and Commercial Use Explained
Holo4's open weights from H Company are free to download, but licensing and API access affect what you can actually ship with them.
MindStudio Blog7 min read
AI Cost Optimization: Where the Money Goes and 9 Levers That Cut It
Coworker AI's guide to AI cost optimization: where token and seat spend goes, 9 levers from model routing to prompt caching, and how to measure cost per task.
Coworker AI Blog31 min read
Mistral Large 4 API Pricing: What the Preview Really Offers
Mistral Large 4 API pricing, access, context limits, and benchmark caveats, with a practical decision rule for the public preview.
Nano Imagine Blog6 min read
Build a voice travel concierge with Amazon Bedrock AgentCore, Managed Knowledge Base and Nova Sonic
Add a voice travel concierge to an airline app with Amazon Bedrock AgentCore, Amazon Nova Sonic for real-time speech, and Amazon Bedrock Knowledge Bases for policy answers.
AWS ML Blog14 min read
Small Models Were the Wrong Question for Enterprise AI
I started out betting on small language models. The research pushed me toward a broader idea: move well-understood work to the cheapest specialized mechanism that can reliably handle it.
Towards AI13 min read
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