Framework reviews, autonomous coders and multi-agent systems — tracked and explained by the AI Agents News desk.
Prevent root saturation by moving Ollama models to /srv. Learn the systemd override method to handle large binaries without breaking the service.
Marcus Chen
15 min read
Shift from ghostwriting to coaching with Ollama on Windows. This guide details a 100% offline workflow that keeps sensitive data secure.
Marcus Chen
15 min read
A single infinite loop can generate a $400 bill. Learn why pay-per-token pricing fails autonomous agents and how to avoid financial traps.
Priya Nair
14 min read
Microsoft's MAI-Thinking1 uses 35B active parameters within a 1T-parameter MoE to cut costs while handling 256K context windows for complex reasoning.
Priya Nair
14 min read
LangGraph SDK 0.4.2 patches a critical path encoding flaw in V3 stream transport, fixing thread ID errors for local simulations.
Priya Nair
9 min read
LangGraph 1.2.5 patches the updateState bug breaking deltaChannel on empty threads, a critical fix for the framework's 36.2k users.
Sofia Berg
13 min read
LangGraph 1.2.3 merges callbacks instead of overwriting them and adds V3 streaming. This update fixes config loss in nested RemoteGraph executions.
Marcus Chen
12 min read
A naive runtime can fire 120 calls for 100 orders. Learn how an idempotency ledger prevents duplicate charges when responses vanish.
Diego Alvarez
16 min read
Anthropic reports an 80-fold revenue surge in 2026 as recursive self-improvement accelerates, raising urgent questions about frontier safety protocols.
Priya Nair
14 min read
Stop runaway LLMs from crashing your host. Set MemoryHigh at 12G and MemoryMax at 14G to throttle processes before the kernel kills them.
Diego Alvarez
14 min read
Agentic design patterns explained by build: the escalation rule, the four-beat verify loop, multi-agent token costs, and how to pick the minimum structure.
Diego Alvarez
17 min read