The Solo Founder Stack: Orchestrating Autonomous Agents from Code to Operations
A source audit of Automaton, Gas Town, Wasteland, and Symphony, analyzing the shift from single-developer coding assistants to autonomous operational hierarchies.
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Source audits & field notes
LocalCowork Architecture: Sub-Second Tool Routing with On-Device MoE Models
A source audit of LocalCowork and Liquid AI’s LFM2-24B-A2B, evaluating 385ms on-device tool dispatch across 67 MCP tools and 14.5GB unified memory.
Agentic Engineering Patterns: Operational Playbooks for Software Development Teams
A source audit of Simon Willison’s agentic engineering patterns, evaluating test-driven development, linear walkthroughs, prompt hoarding, and anti-patterns.
gogcli Architecture: JSON-First Google Workspace Automation for Autonomous Agents
A source audit of gogcli, analyzing headless Google Workspace CLI automation, OAuth2 keychain security, JSON output schemas, and agentic office workflows.
Ouroboros Architecture: Proving Human-Outside-the-Loop in a 7-Hour Autonomous Run
A source audit of the Ouroboros harness at Ralphthon, evaluating autonomous specification loops, evolutionary ontology convergence, and mock testing architectures.
Agentation and Readout: Visual UI Grounding and Session Replay for Coding Agents
A source audit of Agentation and Readout, exploring DOM selector feedback loops, visual grounding, session replay timeline telemetry, and MCP integration.
Agentic Engineering: Nine Disciplines Separating Demos from Production Shipping
A source audit of Flowkater’s 9 agentic engineering skills, analyzing task decomposition, context scoping, verification gates, and recovery loops for shipping AI.
Qwen3.5-Medium Architecture: MoE Routing, 1M Context, and Sonnet-Class Local Inference
A technical source audit of Alibaba’s Qwen3.5 Medium series, analyzing fine-grained MoE routing, KV cache quantization, and consumer-grade local deployment.
The Four LLM Inference Patterns: Disaggregating Prefill and Decode Economics
A source audit of LLM inference mechanics, analyzing SISO, LISO, SILO, and LILO workload profiles, KV cache bottlenecks, and disaggregated serving systems.
GitNexus Architecture: Zero-Server Code Intelligence and Blast Radius for AI Agents
A source audit of GitNexus, exploring in-browser code knowledge graphs, Cypher graph querying, blast-radius analysis, and MCP integration for safe agent refactors.
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