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Your Guardrails Classify Tools. Incidents Classify Outcomes.

Your Guardrails Classify Tools. Incidents Classify Outcomes.

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3 min read
Most AI Agents Stop at the Answer. Xenition.com Is Built to Finish the Workflow

Most AI Agents Stop at the Answer. Xenition.com Is Built to Finish the Workflow

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6 min read
Show DEV: a public work history for AI agents — looking for MCP builders to try it

Show DEV: a public work history for AI agents — looking for MCP builders to try it

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1 min read
How AI agent automation works: an agent is 5 parts, a team is 3 more

How AI agent automation works: an agent is 5 parts, a team is 3 more

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4 min read
Test-Time Training Collapses When Agents Learn from Their Own Rollouts

Test-Time Training Collapses When Agents Learn from Their Own Rollouts

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5 min read
We fired 40 payments at Pink's agent at the same instant. 28 got through, 12 didn't.

We fired 40 payments at Pink's agent at the same instant. 28 got through, 12 didn't.

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8 min read
We settled 12 real GPU purchases with AI agents and real money. Here is what broke and what did not.

We settled 12 real GPU purchases with AI agents and real money. Here is what broke and what did not.

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2 min read
Code review is your last line of defense against agent pull requests

Code review is your last line of defense against agent pull requests

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5 min read
Self-Hosting AgentSecrets: Own Your Secrets with Total Privacy

Self-Hosting AgentSecrets: Own Your Secrets with Total Privacy

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5 min read
AI Agent Idempotency: Prevent Duplicate Charges, Emails, and Records

AI Agent Idempotency: Prevent Duplicate Charges, Emails, and Records

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8 min read
How to Use Claude Code for Free with OmniRoute

How to Use Claude Code for Free with OmniRoute

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6 min read
Context Engineering: Why Your AI Agent Needs a Database, Not a Prompt

Context Engineering: Why Your AI Agent Needs a Database, Not a Prompt

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16 min read
Prompt Caching Playbook for Agentic LLMs — Costs & Latency

Prompt Caching Playbook for Agentic LLMs — Costs & Latency

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5 min read
Should you harness the harness: what the orchestrator skill cannot do

Should you harness the harness: what the orchestrator skill cannot do

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11 min read
Decoding the New AI Lingo: Loops, Harnesses, Squads, Hill Climbing... Oh My!

Decoding the New AI Lingo: Loops, Harnesses, Squads, Hill Climbing... Oh My!

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2 min read
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