August 23, 2026 Why Every Model Lab Ships a Harness DeepSeek just released dsh, its own coding agent. That makes four labs with harnesses. The reasons are distribution, training data and benchmark control.
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Token Efficiency: Where the Tokens GoAugust 19, 2026 Most of a system prompt is tool definitions A claimed GPT-5.6 prompt runs 17,124 words. I counted the sections. One of them, the tool namespaces, is 71% of the file.
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Token Efficiency: Where the Tokens GoAugust 18, 2026 Three Things People Call Distillation The word covers logit matching, synthetic fine-tuning and on-policy grading. Only one needs an open teacher, and the choice decides what a result proves.
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AI Coworkers: Not Just Chatbots or AgentsAugust 16, 2026 OpenSRE: The First Agent Framework With a Job Title Tracer Cloud's incident-response agent bakes the role into the code instead of the prompt. How it compares to the general-purpose frameworks and to ai-coworkers.
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AI Coworkers: Not Just Chatbots or AgentsAugust 15, 2026 Buzz Gives Agents Keypairs Block's workspace makes agents sign every action into an auditable chain. A close look at the architecture, what is real today, and what it means for accountable agents.
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