Editorial Search Archive

Fireworks AI unveils FireAttention, an ultra-fast custom CUDA kernel serving quantized FP8 attention with 4x throughput and sub-15ms token latencies.

Cerebras unveils the CS-3 Wafer-Scale Engine with 44GB on-die SRAM and 900,000 cores, delivering 125 petaflops of AI compute for 24-trillion-parameter models.

Index enterprise monorepos using Tree-sitter AST parsing and graph embeddings. Build semantic code graphs that empower autonomous coding agents at scale.

Compare continuous iteration-level batching against dynamic request-level batching. Analyze GPU Tensor Core saturation, queue bubbles, and 4x throughput.

Build an Elasticsearch Vector MCP server combining BM25 keyword matching with dense HNSW vector search. Deliver sub-8ms hybrid retrieval for AI agents.

Build an autonomous database failover agent using Patroni and Raft DCS. Eliminate split-brain data corruption, automate leader election, and cut downtime.

DeepSeek unveils DeepSeek-V2.5, combining DeepSeek-Coder and DeepSeek-V2 into a single unified MoE model with 128k context and enhanced tool alignment.

Together AI launches custom GPU Cluster Fabric, delivering sub-microsecond InfiniBand RDMA networking and 3x faster tensor parallel distributed inference.

Implement test-driven agent development using synthetic specification synthesis. Generate formal invariants, mock test harnesses, and eliminate regressions.

Explore PagedAttention internals in vLLM. Understand virtual memory block allocation, zero-waste KV cache paging, and 4x throughput gains in LLM serving.

Build an embedded SQLite Vector MCP server using sqlite-vec. Deliver sub-2ms semantic search, local embeddings, and zero-infra persistence for AI agents.

Build an autonomous web scraping agent using Playwright Stealth, residential proxies, and dynamic DOM parsing to extract clean data with zero bot blocks.