Benchmark your custom Pi tools

<!-- SC_OFF --><div class="md"><p>Working on evaluating some AI-generated outbound (SDR-style emails along with follow-ups), and I’m running into a weird problem. Everyone talks

<!-- SC_OFF --><div class="md"><p>I've been putting together a test system for agentic harnesses against local models. Actually running the harnesses/getting baseline metrics is

<!-- SC_OFF --><div class="md"><p>Many of u have internal benchmarks , like APEX testing, foodtruckbench. Please share what more llm benchmarks u use.</p> <p>P.S.: Not the prompts

<!-- SC_OFF --><div class="md"><p>Reports of the demise of coders may have been exaggerated.</p> </div><!-- SC_ON --> &#32; submitted by &#32; <a

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1tpo9lu/deepswe_finally_a_proper_coding_benchmark/"> <img alt="DeepSWE finally a proper coding benchmark"

<!-- SC_OFF --><div class="md"><p>Just putting together a quick list of the new <strong>open-source physical AI / robotics models</strong> from <strong>NVIDIA GTC

<!-- SC_OFF --><div class="md"><p>Been using ClaudeCode CLI with Opus 4.6 and many MCP's and honestly its addicting. </p> <p>Just tell it what to build and it does everything —

<!-- SC_OFF --><div class="md"><p>I have been following the akitaonrails coding benchmark which tests against a fixed rails + Rubyllm + docker task rather than vendor-reported