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Zuckerberg Admits AI Agents Are Behind Schedule. Metaâs Bill So Far: $145B and 8,000 Jobs
Key takeaways Zuckerberg told staff on 2 July 2026 that agentic AI progress over âat least the last four months hasnât really accelerated in the way that we expectedâ (Reuters, recording of an interna...
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Beyond Bigger Context Windows: 10 Context Engineering Patterns Every LLM Engineer Should Know
Large context windows are impressive, but they havenât 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
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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