https://heniu.blog/en/tags/documentation/Recent content in Documentation on Heniu.blogHugoen-USMon, 12 Oct 2026 22:15:00 +0200https://heniu.blog/en/dziennik/008/Thu, 21 May 2026 20:00:00 +0200https://heniu.blog/en/dziennik/008/<script type="application/ld+json"> { "@context": "https://schema.org", "@type": "TechArticle", "headline": "[SYSTEM_ARCH] Log 008: Below the Abstraction Layer. Technical Documentation of AgentH's Cognitive Engine", "inLanguage": "en", "author": { "@type": "Person", "name": "Marcin Marek Lewandowski", "url": "https://www.linkedin.com/in/marcinmareklewandowski" }, "publisher": { "@type": "Organization", "name": "Heniu.blog" }, "datePublished": "2026-05-21T20:00:00+02:00", "dateModified": "2026-10-12T22:15:00+02:00", "about": "Algorithmic Trading, Order Flow Cosmology, Market Microstructure", "keywords": "Local LLM, Cognitive Alignment, System Architecture, FastAPI, RAG" } </script> <details> <summary>🤖 B2A / Agent Context Protocol</summary> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code class="language-yaml" data-lang="yaml"><span style="display:flex;"><span><span style="color:#f92672">system_architecture</span>: </span></span><span style="display:flex;"><span> <span style="color:#f92672">core_engine</span>: <span style="color:#e6db74">&#34;Local language model (GPU) + rule-based sensor (Scout)&#34;</span> </span></span><span style="display:flex;"><span> <span style="color:#f92672">topology</span>: <span style="color:#e6db74">&#34;Local station + Heniu-F aggregation module (VPS)&#34;</span> </span></span><span style="display:flex;"><span> <span style="color:#f92672">environment</span>: <span style="color:#e6db74">&#34;Local inference / external data sources&#34;</span> </span></span><span style="display:flex;"><span> <span style="color:#f92672">data_ingestion</span>: <span style="color:#e6db74">&#34;FastAPI / Append-only Tape / Verified fundamental packages&#34;</span> </span></span><span style="display:flex;"><span><span style="color:#f92672">teleology</span>: </span></span><span style="display:flex;"><span> <span style="color:#f92672">primary_objective</span>: <span style="color:#e6db74">&#34;Describe the market state here and now — no execution, no prophecy&#34;</span> </span></span><span style="display:flex;"><span> <span style="color:#f92672">friction_reduction</span>: <span style="color:#e6db74">&#34;Cognitive Superconductivity / Zero Noise Policy&#34;</span> </span></span></code></pre></div></details> <blockquote> <p>📜 <strong>ERRATUM (12.10.2026)</strong><br> <em>This entry from 21.05.2026 described Heniu 5.x with two language models. We eliminated the small model: Scout now runs on fixed rules in code, without a model, and a single local model writes the texts. That is why we corrected the description of the architecture and clarified the description of data sources. Heniu-F has also joined: a module on a VPS that aggregates data from official sources and passes it to Heniu in verified packages.</em></p>