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Guides backed by sources or a real test/ Tools are scouted before they are recommended/ Every guide names what to do differently/ Limitations are written down, not hidden/ Comparisons are hands-on where it matters/ Free utilities you can use in the browser/ Guides backed by sources or a real test/ Tools are scouted before they are recommended/ Every guide names what to do differently/ Limitations are written down, not hidden/ Comparisons are hands-on where it matters/ Free utilities you can use in the browser/

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06 PIECES All articles →
FEATURED ARTICLES ·2026-10-07

Cline in Production: BYO-Key Costs, MCP Limits, and Terminal-Bench Results

Our Cline evaluation examined model portability, inference-cost visibility, and operational responsibility. A separate local Python MCP SDK test failed before tool invocation.
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ARTICLES ·2026-10-06

Exa vs Tavily in 2026: Our Agent Web Search Benchmark

Our Exa vs Tavily benchmark favors Exa for semantic and factual retrieval, while Tavily remains attractive for bundled content and high-volume general search.
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ARTICLES ·2026-10-05

Groq API in Production: The Latency, Throughput, and Cost Trade-Offs That Matter

We evaluate GroqCloud for latency-sensitive LLM agents, including a runnable streaming benchmark harness, July 2026 token-pricing snapshots, rate-limit and service-tier constraints, model-routing constraints, and an offline SSE failure test.
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ARTICLES ·2026-10-04

Browser Use vs Skyvern Self-Hosted: Setup, Trade-offs, and Completion Verification

We audited Browser Use and Skyvern’s self-hosted installation paths, execution models, failure boundaries, and cost structures, and show why agent-reported success alone does not establish workflow completion.
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ARTICLES ·2026-10-03

Turbopuffer Review: Object-Storage Vector Search, Cold Starts, and Cost Trade-offs

We examine Turbopuffer's object-storage architecture, cold-start behavior, p99 latency evidence, consistency model, and cost boundaries against Pinecone and self-hosted Qdrant.
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ARTICLES ·2026-10-02

LiteLLM Rust Gateway Benchmarked: Fast and Tiny, but Not Yet a Python Proxy Replacement

LiteLLM's Rust gateway reduces forwarding latency and memory use in controlled benchmarks, but feature gaps and routing-quality risks limit the case for migration.
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