Agents & Harnesses
Agentic loops, harnesses, and orchestration: the engineering patterns behind autonomous AI systems that actually finish the job.
PillarAgent Harness Engineering and Agentic Loops: 2026 Field Guide
Execution loops, externalized state, and verification gates now matter more than raw model IQ. Here's how the agents that actually ship are built.
Agents & HarnessesCascaded vs End-to-End Voice Agents: Which Ships in Healthcare?
The latency gap is narrowing, but the workflow, not the benchmark, picks the architecture.
Agents & HarnessesPentagon Agent Network: The Multi-Agent Architecture No One Is Parsing
The DoW's second Pace-Setting Project names vendors, latency targets, and a hard human-in-the-loop line. The engineering questions are the interesting part.
Agents & HarnessesAgent Reliability Needs a Score, Not a Gut Feeling
A five-metric scoring framework that turns production agent reliability from vibes into a number you can alert on.
Agents & HarnessesThe 100-Tool Agent Trap: Why Less Is More in Production
The famous 3.2× failure stat is unverified, but the mechanisms behind it are real, and composition beats proliferation every time.
Agents & HarnessesYour AI Agent Went Rogue on Friday. Here's the Postmortem
A blameless, SRE-style framework for the five failure modes traditional incident response was never built to handle.
Agents & HarnessesPrompts Are Production Code. Treat Your Agent Pipeline Like Infrastructure.
The teams shipping reliable agents stopped writing prompts as disposable strings and started versioning them like the infrastructure they are.
Agents & HarnessesThe AI Biotech Stack Needs a Wet-Lab Clock
A practical reference architecture for turning biological foundation models, docking, ADMET, LIMS, and lab automation into a measurable closed-loop discovery system.
Agents & HarnessesThe MCP Server Boom Moved the Moat to Gateways
The protocol is becoming boring infrastructure; the hard decisions now live in authorization, isolation, observability, and gateway choice.
Agents & HarnessesVoice Agent Latency Hit a Wall. Design Around It
The best AI voice agents now win on interruption handling, endpointing, ASR recovery, and multilingual switching as much as raw milliseconds.
Agents & HarnessesAI Agent Identity Is the Next Platform Battle
The winning agent stack will be judged by how cleanly it issues, scopes, meters, audits, and revokes bots.
Agents & HarnessesYour Model Isn't the Agent. Your Agentic Harness Is.
The anatomy of the 2026 agentic loop, why over-scaffolding now hurts frontier models, and the harness patterns that make agents reliable on long runs.
Agents & HarnessesOne Mind or Many? The 2026 Subagent Systems Playbook
When to split an agent into a swarm, when to keep it single-threaded, and the six orchestration patterns that cover the field.
Agents & HarnessesYour MCP Server Is a Backdoor. Here's How to Harden It
The 2026 CVE chain turned Model Context Protocol into the agent era's most reliable attack surface. Here's the production hardening that actually holds.
Agents & HarnessesYour AI Agent Has the Keys. Here Is How to Contain It
Containment that holds when the prompt fails: per-agent identity, task-bound credentials, and a kill-switch the model can't argue with.
Agents & HarnessesHuman-in-the-Loop Doesn't Scale. Build On-the-Loop
How to architect AI agent oversight that's real without becoming a bottleneck, and what EU AI Act Article 14 actually demands by August 2026.
Agents & HarnessesThe 800ms Bar Quietly Decides Your Voice Agent Stack
Sub-800ms end-to-end latency, not model IQ, is the constraint that secretly picks your architecture and your vendor.
Agents & HarnessesLLMOps vs MLOps: The 2026 Guide to Operating AI Agents
LLMOps extends MLOps with prompt registries, eval harnesses, and token-cost observability. Here is what actually changes when your artifact is a prompt instead of a model.
Agents & HarnessesHarness Engineering: Why Agent Reliability Beats Model IQ
OpenAI's Codex team shipped a million lines of code with zero written by hand. The discipline that made it possible has a name, a spec, and a build order.
Agents & HarnessesStateful vs. Stateless Agents: The 2026 Architecture Decision
The model is always stateless. The agent almost never should be. Here's the evidence, the economics, and a decision framework you can apply before writing a line of code.
Agents & HarnessesModular vs Monolithic Agent Architecture: 2026 Verdict
The benchmark data says modular agents win on quality and monoliths win on cost, and the boundary you draw between them is the real architecture decision.
Agents & HarnessesAgentic AI in 2026: Real Deployments, Real Failure Rates
Enterprises will spend trillions on agentic AI this year, yet the best agents still fail a third of real-world tasks. Here's where autonomy works, where it breaks, and who's getting sued.
Agents & HarnessesStateless MCP Migration Guide: The 2026-07-28 RC Explained
The MCP 2026-07-28 release candidate deletes sessions and the initialize handshake. Here's exactly where your state goes and how to ship the migration now.
Agents & HarnessesThe Ralph Wiggum Loop: Why Stateless Agents Beat Smart Ones
Wiping the agent's memory every iteration sounds like sabotage. It's actually the most reliable way anyone has found to run a coding agent for hundreds of turns.