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Zuckerberg Admits AI Agents Are Behind Schedule. Meta’s Bill So Far: $145B and 8,000 Jobs

 Towards AI

Key takeaways Zuckerberg told staff on 2 July 2026 that agentic AI progress over “at least the last four months hasn’t really accelerated in the way that we expected” (Reuters, recording of an interna...

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Beyond Bigger Context Windows: 10 Context Engineering Patterns Every LLM Engineer Should Know

 Towards AI

Large context windows are impressive, but they haven’t eliminated the need for context engineering. In production AI systems, deciding what not to send to the model is often more important than increa...

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Fault-Tolerant Agent Pipelines: Checkpoint, Retry, and Compensate

 Towards AI

An autonomous agent that runs for 20 minutes without any fault-tolerance mechanism is a production incident waiting to happen. The agent… Continue reading on Towards AI

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