Codeso AI Labs is an independent research think tank bridging deep cognitive architectures and production-grade agent swarms. We design verifiable, self-healing AI systems that replace repetitive workflows with autonomous velocity.
Experience verifiable multi-agent reasoning in real time. Switch presets below to inspect how Codeso agent swarms decompose objectives, execute deterministic tools, and self-reflect before deployment.
We focus on fundamental breakthroughs that solve the friction between speculative generative AI and reliable enterprise reality.
Designing decentralized multi-agent coordination frameworks where sovereign specialist agents negotiate, vote on execution paths, and perform recursive self-correction before committing actions to live enterprise pipelines.
Engineering runtime sandbox environments that strictly eliminate probabilistic drift and hallucination during API execution. We implement state boundary checks, schema validation gates, and cryptographic rollback tokens.
Translating theoretical AI models into production business pipelines: desktop Antigravity AI agents linked directly to WordPress, WhatsApp conversational commerce, ad engines, and inventory fulfillment with zero monthly agency overhead.
Building ergonomics and control surfaces where business leaders, domain specialists, and engineers supervise swarms of 10–50 autonomous agents with surgical precision, exception-based notification, and instant steering override.
Peer-level research preprints, technical whitepapers, and operational blueprints published by Codeso AI Fellows.
We present an empirical study of a 4-tier autonomous agent architecture deployed over 1,200 continuous operational hours. By introducing an independent Verification Arbiter that evaluates AST state transitions before execution, pipeline fault rates dropped from 8.4% to 0.18%.
Investigating probabilistic failure modes in large language model function calling. We formalize schema-bounded deterministic wrappers that guarantee idempotence and strict parameter enforcement across banking and high-velocity commerce APIs.
An operational and financial audit of Sri Lankan and regional SMEs replacing LKR 300,000+/mo agency retainers with local desktop Antigravity AI agent swarms orchestrating WordPress, Meta Ads, and automated WhatsApp qualification pipelines.
From generative fabrication to autonomous desktop pipelines, Codeso builds living systems that validate our research in the real economy.
Our flagship desktop development framework enabling founders and engineers to spin up autonomous coding agents that write code, debug servers, sync databases, and deploy live directly on local workstations.
End-to-end computer-vision vectorization and factory manufacturing automation for personalized paint-by-numbers canvas kits across Sri Lanka, powered by custom color quantization and WooCommerce.
Stateful, sub-second conversational agents integrated with Meta Advertising and WhatsApp Cloud APIs, autonomously qualifying high-ticket leads and scheduling live discovery calls 24/7.
Stop paying LKR 300,000+ every month to outside marketing agencies. Join Lead AI Architect Shehan Sahabandu for a private, 1-on-1 live coaching lab. Build, launch, and automate your website, daily updates, Meta Ads, and WhatsApp sales agents directly on your desktop workstation.