chebyte/labs
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MT
work / experimental

Labs

Half-built experiments and prototypes. Some become projects, some become research notes, some get gloriously abandoned. This is where the weird stuff lives.

market-intel.gif
active

Market Intelligence

Aggregating on-chain flows, sentiment and news into a single ranked signal stream for crypto.
signalscrypto
browser-agents.gif
research

Browser Agents

Agents that drive real browsers — stealth, retries and DOM grounding under messy real-world pages.
automationplaywright
ai-harness.gif
prototype

AI Harness

A reusable scaffold for building, evaluating and orchestrating multi-step agents with full tracing.
agentseval
rag-systems.gif
prototype

RAG Systems

Retrieval pipelines for agents — hybrid search, reranking and context budgeting that actually scales.
retrievalembeddings
self-healing.gif
research

Self-Healing Pipelines

Agents that detect their own failed runs, diagnose the cause and re-plan without human intervention.
reliabilityagents
voice-os.gif
abandoned

Voice OS

A voice-first interface to my whole agent fleet. Cool demo, terrible latency. Shelved — for now.
voicerealtime
agent-mesh.gif
active

Agent Mesh

Letting many small agents negotiate and hand off work to each other instead of one giant monolith.
multi-agentorchestration
tweaks
terminal intensity
ScanlinesCRT line overlay
Neon glowAccent bloom & shadows
Monospace UIRender everything in JetBrains Mono
presets