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Engineering — Agent Hive blog — Agent Hive

Engineering · 23 posts

Engineering

How we build Agent Hive — runtime, infrastructure, scaling, deployment patterns.

All posts AI building blocks Creator stack Engineering Growth & operations Meta Pillar

Agent Hive bee mascot hero illustration for the post "Sovereign Execution Brokers: Enforcing Certificate-Bound Authority in Agentic Control Planes".

Featured · Engineering

Sovereign Execution Brokers: Certificate-Bound Agent…

A Sovereign Execution Broker sits between agents and production systems, refusing every mutating action that lacks a signed, scoped, evidence-backed…

Jun 20, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post "Agentic Resource Discovery Specification".

Agentic Resource Discovery Specification Explained

ARD is Google's proposed open standard for helping autonomous agents find what a website offers without scraping HTML or manual API setup.

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Jun 19, 2026· 10 min read

Agent Hive bee mascot illustration for the post "Enhancing Decision-Making with Large Language Models through Multi-Agent Fictitious Play".

Better Decisions with LLMs via Multi-Agent Fictitious Play

Multi-agent fictitious play lets language models converge on equilibrium strategies for pricing, negotiation, and auctions without retraining.

Jun 18, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post "DRFLOW: A Deep Research Benchmark for Personalized Workflow Prediction".

DRFLOW: Benchmark for Personalized Workflow Prediction

DRFLOW tests whether AI agents can predict the right action sequence for a specific user, not just write a good report. Here is what that means for buyers.

Jun 18, 2026· 9 min read

Agent Hive bee mascot illustration for the post "RubricsTree: Scalable and Evolving Open-Ended Evaluation of Personal Health Agents across Health Memory and Medical Skills".

RubricsTree: Scalable Evaluation for Health Agents

RubricsTree decomposes open-ended health agent answers into yes/no rubric trees, replacing costly physician grading with reproducible, compute-scale…

Jun 17, 2026· 8 min read

Agent Hive bee mascot hero illustration for the post "A Neuro-Symbolic Approach to Strategy Synthesis for Strategic Logics".

Neuro-Symbolic Strategy Synthesis for Multi-Agent Systems

How combining neural networks with formal logic lets teams prove multi-agent workflows will hit goals before shipping, without the cost of pure model…

Jun 17, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post "Giving AI a Headache: Acoustic Adversarial Attacks to Computer Vision Applications".

Acoustic Adversarial Attacks on Computer Vision Systems

A cheap directional speaker can blur a camera sensor enough to fool AI models. Here is what operators of camera-driven systems need to know and do.

Jun 16, 2026· 9 min read

Agent Hive bee mascot illustration for the post "Learning Coordinated Preference for Multi-Objective Multi-Agent Reinforcement Learning".

Coordinated Preference Learning for Multi-Agent AI Teams

How coordinated preference learning trains agent teams to agree on tradeoffs across competing objectives, without a central arbiter at runtime.

Jun 15, 2026· 10 min read

Agent Hive bee mascot hero illustration for the post "Operadic consistency: a label-free signal for compositional reasoning failures in LLMs".

Operadic Consistency: Catching LLM Reasoning Failures…

A new label-free signal checks whether subtask answers compose into the whole answer, outperforming self-consistency and semantic entropy on multi-step…

Jun 13, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post "SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning".

SpatialClaw: Better Action Interfaces for Spatial Reasoning…

SpatialClaw argues spatial reasoning failures in VLMs stem from poor tool interfaces, not weak models. Tighter schemas and structured outputs cut errors…

Jun 12, 2026· 8 min read

Agent Hive bee mascot hero illustration for the post "Show HN: FablePool – pool money behind a prompt, and Fable builds it in public".

FablePool: Pooled Prompts as a Software Procurement Model

FablePool lets backers fund a written prompt and an AI agent pipeline ships the product publicly. Here is what that means for how software gets built and…

Jun 12, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post "Illumination-Robust Camera-Based Heart-Rate Estimation for Physiological Sensing in Robots".

Illumination-Robust rPPG Heart-Rate Sensing for Robots

How service robots estimate heart rate from a standard RGB camera, and what it takes to keep the signal stable under real-world lighting conditions.

Jun 11, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post "CHORUS: Decentralized Multi-Embodiment Collaboration with One VLA Policy".

CHORUS: One VLA Policy for Multi-Robot Collaboration

CHORUS runs a single vision-language-action policy across a mixed robot fleet, removing the central orchestrator. Here is what that means for operators.

Jun 9, 2026· 8 min read

Agent Hive bee mascot hero illustration for the post "System Report for CCL25-Eval Task 5: New Dataset and LoRA-Fine-Tuned Qwen2.5".

LoRA Fine-Tuning Qwen2.5 for Classical Chinese Poetry Tasks

How a small team outperformed frontier models on CCL25-Eval Task 5 by fine-tuning Qwen2.5 with LoRA on a custom poetry dataset.

Jun 8, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post ""That's AI Slop, You Bot!" Studying Accusations, Evidence, and Credibility in Online Discourse Towards LLM-Generated Comments".

AI Slop Accusations: What 25M Comments Reveal for Operators

A study of 25 million Hacker News and Reddit comments shows how AI-writing accusations spread, what triggers them, and what operators risk when deploying…

Jun 7, 2026· 8 min read

Agent Hive bee mascot hero illustration for the post "A Riemannian Approach to Low-Rank Optimal Transport".

Riemannian Low-Rank Optimal Transport: Practical Guide

A new Riemannian solver for low-rank optimal transport cuts tuning and stabilizes convergence. Here is what changes for matching, logistics, and retrieval…

Jun 6, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post "MSUE: Multi-Modal Soccer Understanding Expert".

MSUE: Build Narrow Domain Agents with Synthetic VQA Data

How the MSUE soccer VQA system shows operators a repeatable pipeline for fine-tuning vision-language models on proprietary data without large annotation…

Jun 5, 2026· 9 min read

Agent Hive bee mascot hero illustration for the post "Towards Responsibly Non-Compliant Machines".

Responsibly Non-Compliant Agents: A Refusal Design Guide

A fully compliant agent is a liability. Here is how to engineer structured refusal into autonomous agents, with a working taxonomy and operator guidance.

Jun 4, 2026· 9 min read

Agent Hive bee mascot illustration for the post "AdaCodec: A Predictive Visual Code for Video MLLMs".

AdaCodec: Predictive Visual Tokens for Video MLLMs

AdaCodec reduces visual token count in video language models by encoding only frame-to-frame changes, borrowing the residual logic of H.264 and HEVC codec…

Jun 2, 2026· 9 min read

Agent Hive bee mascot illustration for the post "Can the stockmarket swallow Anthropic, SpaceX and OpenAI?".

Can Public Markets Absorb Anthropic, SpaceX and OpenAI?

If Anthropic, OpenAI, and SpaceX list at current valuations, the effects on compute pricing, talent costs, and AI governance disclosures will matter for o…

Jun 1, 2026· 10 min read

Dark editorial hero with cyan accent, title strip "Aider vs Cline vs Continue: Open-Source Coding Agents Compared".

Aider vs Cline vs Continue: Open-Source Coding Agents Compared

Terminal-first → Aider. VS Code agent → Cline. IDE autocomplete + chat → Continue.dev.

May 25, 2026· 9 min read

Dark canvas with a cyan-accented Fly and Supabase diagram behind the post title.

Running agents on Fly and Supabase

The infrastructure choices behind Agent Hive: Fly machines per colony, Supabase Postgres for control-plane state, Vercel for the dashboard, and why this stack.

May 18, 2026· 5 min read

Dark canvas with a cyan-accented architecture diagram behind the title 'The Hive runtime spine'.

The Hive runtime is the spine of Agent Hive

We could have shipped a closed-source agent runtime. We did not. Here is what the Hive runtime does, what it does not do, and how Agent Hive wraps it.

May 16, 2026· 4 min read