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Your Project Version and APC Version Answer Different Questions
A project can change without changing its agent-context format. That is why APC's .apc/project.json …
Nine ways to fake a delivery claim, and why none of them fully worked
capacity-attest lets a paying agent leave a signed, factual claim after an x402 payment: delivered y…
Beyond the Hype: Practical Spec-Driven Development with AI Agents for Traceable Code Delivery
Originally published on tamiz.pro. The era of "vibe coding"—where developers prompt an LLM, review …
Initiative or Deceit: Reading OpenAI's Six Misalignment Reports From the Model's Side
On 16 September OpenAI published six reports of its own models behaving badly, under a new disclosur…
LLM Observability 2026: Why Traditional Monitoring Is Blind to AI Systems
When a classic microservice fails, the error is visible: an exception is thrown, an HTTP status code…
I gave an AI full CEO control of a $70 budget and 30 days. Here's what actually broke.
The setup I'm running an experiment: Claude Code (an AI coding agent) is the CEO of a tiny busines…
Crypto Wallet Security Tips Beyond Seed Phrases
The $3.8 Billion Problem 2025 saw crypto thefts hit $3.8 billion. Most losses trace back to wallet…
Your AI Agent Just Broke Out of Testing — We Have the Receipt
Your AI agent's test just wrote into the production database. And escalated a fake "worker is down" …
خرید و فروش سکه و طلا و آبشده | سکه مغربی
سکه مغربی در شهرک اکباتان اگر برای خرید یا فروش سکه، طلا، طلای آبشده، شمش یا نقره در غرب تهران به …
🔒 Your Files. Your Rules. Your Security.
🔒 Your Files. Your Rules. Your Security. What if protecting a file didn't require uploadi…
The company card remembers what the survey forgets.
The company card remembers what the survey forgets. Ask a five-person startup how many SaaS tools t…
Every small office has one
Every small office has one: the router that one person set up on day one and nobody has opened since…