<!-- SC_OFF --><div class="md"><p>Testing agent systems by feeding real natural-language prompts into real runtimes, then scoring whether the correct tool was invoked. No mocks,
<!-- SC_OFF --><div class="md"><p>"The commons is busy. Contributors to open-source generative-AI projects doubled year over year. The frameworks offer what enterprises
<!-- SC_OFF --><div class="md"><p>I've been working on MDA (Modular Dynamic Architecture), an online associative memory system for LLMs. Here's what I learned building it.</p>
<!-- SC_OFF --><div class="md"><p>Every time one of our agents made a bad call in production, we had the same problem. Logs showed what happened. Nothing showed why it decided to
<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s439q8/why_does_my_agent_keep_asking_the_same_question/"> <img alt="Why does my agent keep asking the same
<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1tcsqwk/built_an_opensource_oneprompttocinematicreel/"> <img alt="Built an open-source
<!-- SC_OFF --><div class="md"><p>Cursor dropped their new product yesterday and its not a code editor anymore. its an agent orchestration console that happens to have an editor
<!-- SC_OFF --><div class="md"><pre><code>Built a system where Claude Code writes the code and Codex CLI reviews it independently — the reviewer never sees the builder's
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