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AI and Prompt Engineering News, Updated Daily
Daily coverage of model releases, agent tooling, LLM inference and routing, and prompt-engineering technique, written for people shipping with these models.
AgentsSep 11, 20263 min read
Only 3 of 11 Autonomous Agents Finished the Job: What That Tells Us
A builder pointed 11 cold AI agents at their own product and only 3 completed the task. The 73% failure rate is a useful benchmark for anyone shipping agentic features right now.
AgentsAug 9, 20262 min read
Tura Claims 80% Token Reduction for Agent Workflows
A new agent framework called Tura is claiming 80% token savings with better task results. Here is what that means for teams paying per-token on production agent pipelines.
AgentsJun 20, 20263 min read
Anthropic Pauses Agent SDK Token Billing as Cost Pressure Reshapes the Agent Stack
Anthropic reversed a billing change that would have hit heavy Claude Agent SDK users hard, just as it was set to take effect. The reversal is a signal that token economics are becoming the central battleground for agent infrastructure.
Prompt EngineeringJun 8, 20264 min read
Brevity Is a Token Budget: Why Concise Prompts Win in Agentic Systems
In agentic loops, the same context gets re-sent on every turn, so wordy prompts compound into real cost. Practitioners are reporting 60% token cuts by treating brevity as an engineering discipline, not a style preference.