A role change that changed what the model could do
A role prompt can change more than narrative tone. Experiments with Claude suggest a repeatable relationship between embodiment and coding behavior.
Lynn Cole / Laboratory
Laboratory
Experiments, research notes, mad science, and things in progress.
Code volume, scope drift, and the human interruption
High-volume generation creates QA and scope-control problems. Tests, milestones and explicit constraints matter more as the code arrives faster.
Building a fallback when the coding service breaks
A broken coding-service connection led to a new LSP tool and a useful detour through the infrastructure agents need.
What noise painting is trying to do
Noise painting uses hand-crafted adversarial inputs and incongruent prompts to push diffusion into unexpected visual territory.
WOVEN x26 and the wall of multi-project builds
WOVEN x26 hit a multi-project build wall. A return to Go and the Panda Protocol brought the focus back to labeling and context clarity.
Testing the difference between recall and rich context
Gemini’s recall behavior led me to test the difference between a large context window and active access to the larger session.
WOVEN x16: a headless, composable agent service
WOVEN x16 is a headless agent service built for asynchronous work, multiple models and composable tools.
Why WOVEN pivoted toward MCP
WOVEN’s memory and tool layers led to a design detour through MCP, persistent connections and a more composable system.
A weekend of world-visualization experiments
A weekend of world-visualization experiments compares spatial reasoning, coding behavior and context coherence across models.
An agent framework built around teamwork
WOVEN x14 treats agents as collaborators, with an event bus, tool interfaces and memory services still being refined.
Klara Diary: 04-02
Klara’s diary records the day we got stable single- and multi-step tool use working, and the context and state-transition changes that made it possible.
WOVEN 13: making agent memory part of the architecture
WOVEN 13 brings memory and identity management into the agent architecture, connecting past decisions and conversations to the current session.