DeepInfer: what DeepSeek released and what is missing
Explore DeepInfer from DeepSeek: optimized kernels, MoE parallelism, deterministic inference, hardware requirements, and self-hosting limitations.
Guides, comparisons and in-depth articles on building software, Android and artificial intelligence.
Explore DeepInfer from DeepSeek: optimized kernels, MoE parallelism, deterministic inference, hardware requirements, and self-hosting limitations.
Explore Pairing Matters and its 1,800 coding-agent runs: compare models and harnesses, understand failure modes, and measure useful token efficiency.
Compare reproducible benchmarks of Mem0, Letta, Graphiti and LangMem, including sample sizes, recall, latency, costs and methodological traps.
Understand Harness² from Google Research: recursive harness optimization, benchmark results, security limitations, and practical lessons for coding agents.
Explore Hybrid Reasoning Agents: how latent reasoning, continuous working memory, and tools fit together, plus reported gains and practical limitations.
Explore how OpenViking organizes agent resources, skills and memories with viking:// URIs, L0/L1/L2 retrieval, access controls and shared context.
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