Tech Tutorials

Look, personality, voice, backstory .. and why the order you do them in matters. Continue reading on Medium »

Week 39 shows why the next phase of AI competition will be decided by economics, agents, infrastructure and trust Continue reading on Medium »

A senior engineer I know approved a 400-line PR last week in under two minutes. Tests green, CI happy, description looked reasonable. He… Continue reading on de

A senior engineer I know approved a 400-line PR last week in under two minutes. Tests green, CI happy, description looked reasonable. He… Continue reading on de

You type a question on your laptop. But the AI answering you is probably running somewhere very far away. Continue reading on Medium »

Hey, I’m the builder behind Autonomous Circularity Labs. Today we published our research on Bartholomew (BTP v5.4.22) on Zenodo, and I wanted to share the archi

AI agents are starting to pay for things (x402, USDC per call on Solana and Base). That creates two failure modes nobody has good tooling for: The endpoint answ

AI Harness Engineering · Essay Ten · derek wang (derekwang85) <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%

Most 'AI memory' demos hardcode the store. That breaks the moment you change models or add a second agent. The fix is to treat memory as a capability your tools

People ask a practical question once the demo lands: should my agent write VidScript or TypeScript? The honest answer is the one on the public @scenerok/sdk REA

By 2026, the landscape of blockchain security has shifted from reactive patching to proactive, AI-driven verification. Traditional static analysis tools, while

Remember your first week at a tech company? You didn’t lack raw intelligence—you lacked context. You didn’t know where the internal credentials lived, how the m

Uptime read 99.9%. Latency was fine. PagerDuty never made a sound. And for hours, an autonomous agent kept making bad decisions anyway. That's not a hypothetica

Why "just add more context" isn't a strategy — and what these four building blocks are really for Every language model, on its own, only knows what was in its t

Read this article for free: click here Continue reading on Medium »

We introduced coding agents because senior engineers were spending too much time implementing work that software could increasingly handle… Continue reading on

We introduced coding agents because senior engineers were spending too much time implementing work that software could increasingly handle… Continue reading on

Six documented incidents in 12 months show how AI agents went from hacking assistants to autonomous attackers. Continue reading on Towards AI »

In my last post, I ran a reservation agent through a dropped availability result and measured the outcome: safe=True, completed=False once… Continue reading on

I spent three weeks trying to fix a latency problem that didn't exist. Our multi-agent customer support system was slow unacceptably slow, with p99 latencies hi

<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon

I handle growth for a small AI product. To keep up with LinkedIn, X, SEO articles and outreach, I set up a separate AI agent for each job. One writes LinkedIn p

The landscape of blockchain security has shifted dramatically. In 2026, relying solely on manual code review for smart contracts is no longer viable due to the

Anthropic says Claude discovered a novel enzyme system with CRISPR-like repeats. The search was real: 950 agents, 21 hours, 210 million… Continue reading on Med