37 pieces on finance, blockchain, AI, and what happens when they collide.
A function called call_ollama() that never called Ollama, a while-True loop with no immune system, and 9,900 API calls I never meant to make. A forensic on a zombie agent.
Most people write about AI advisors. I am just going to show you mine. Running. Right now. With a coverage bar, six scanner workers, three funds, and a guardian layer auditing itself. You can watch the coverage flip in real time.
Everyone is selling you on building an agent. Nobody is telling you what breaks when they run at 3am and you are asleep. I have tried more than a dozen. A handful are still breathing. The rest taught me rules I now enforce automatically. Here is the honest field report, and a direct ask at the end to anyone else quietly doing this work.
Real numbers from 2025 and 2026. 55,000 AI-attributed layoffs. 44 percent of finance teams running agentic AI. 1.3 fewer hours worked per week in the Altman UBI study. The compression curve is not a forecast anymore. It is a measurement. Here is how to read it.
The Bank of Canada published a deep study on Aave V3 and DeFi lending in April 2026. Here's what it means, why it matters, and what I learned the hard way years before the report existed.
Real production data from JPMorgan, HDFC, ANZ, RBC, Scotiabank, and CIBC. 99% of banks plan autonomous agents. Only 11% have deployed. Where does Canada stand?
88% of organizations use AI. Only 21% have agentic AI in production. The space between adoption and deployment is where the next decade of banking gets built.
A data-backed look at how Canada's biggest banks are adopting AI, from RBC's 10-year head start to CIBC's CAI rollout that saved 600,000 hours.
Cisco scanned 31,000 OpenClaw skills. 26% were malicious. Here's what's actually happening with AI agent security — real CVEs, real case studies, and what defense looks like.
Not a chatbot. A companion. Five layers, markdown memory, 24/7 heartbeat — here's what I learned building an AI that actually remembers me.
AI agent frameworks are hitting adoption numbers that took Linux 30 years to build. In weeks. Here's what I see coming from inside finance.
I started with a Python script that checked a few blockchain transactions. 15 days later I had 14 autonomous agents, a three-brain architecture, and a system that runs while I sleep. Here's the real story.
$100/month flat rate. Unlimited API requests. Here's how I built a proxy that turns Claude Max into an OpenAI-compatible endpoint.
A case study in AI agent memory architecture. Five layers became eight. The boot file stayed stale. The immune system was the only thing that worked exactly as designed.
The AML Roaster Engine's best work — a gallery of real suspicious wallets flagged by 28 detection rules, with professional analysis AND sarcastic roasts.
Everyone building AI memory is solving retrieval. The actual problem is continuity — and the fix is an immune system, not a database. Five layers, markdown files, real stress test results.
20% survival rate. Published honestly. I built a dedicated kill agent that stress-tests my entire AI system every hour — and the failures are the whole point.
The Fear & Greed Index hit 18. I'm watching from inside the institution. The gap between how scared the market feels and how calm the building stays — that's the signal.
Part 2: The honest technical blueprint. What makes a folder an agent, what's still missing, and the 50-line Python script that changes everything.
Folder Agent Architecture — hash 2026
94.9% detection rate meets zero patience. The AML Roaster scans Ethereum wallets, flags suspicious patterns, and delivers compliance-grade analysis with attitude.
What happens when you stop thinking of a folder as storage and start thinking of it as a system that remembers, reacts, and improves itself? I built one to find out.
I built three versions of an AI investigation agent. Each one broke differently. Here's what the architecture diagrams don't tell you about memory, bias, and adversarial reasoning.
I ran 6 rounds of falsification tests on SYOS. The first one said it was broken. The second one said it wasn't. Both were right — and that's the whole point.
AI doesn't hallucinate because it's dumb. It hallucinates because it has no anchor — no fixed reference point to drift from. Here's what that means and what I'm building to fix it.
Two scientists just won the Nobel Prize in Physics for AI. Not computer science. Physics. Here's what that actually means.
I didn't write a single line of code. But I built a reasoning system inside an LLM. And it started evolving on its own.
Banks are deploying AI at scale. Privacy measures aren't keeping up. Here's the cryptographic solution that's been around since the 1980s.
94.9% detection rate. 28 rules. Real Etherscan data. Caught Tornado Cash, Ronin, Lazarus Group. Here's what an engineer inside finance found building what compliance teams actually need.
The 10 blockchain trends actually reshaping finance, identity, and infrastructure in 2024. From DePIN to account abstraction — what matters and what is hype.
A practical guide for Gen Z starting their financial journey. Budgeting, investing, crypto basics, and building habits that compound — no fluff, just the mechanics.
The term "fintech" (financial technology) encompasses any innovation that enhances how people conduct business, from digital currencies to modern bookkeeping. T
Aave has solidified its position as a pivotal decentralized finance (DeFi) protocol, offering users the ability to lend and borrow cryptocurrencies. This blog e
Imagine you’re sitting in a cozy, sunlit café, and your friend, who knows next to nothing about crypto, asks you to explain it. Channeling your inner Richard Fe
Uniswap has emerged as a pioneering decentralized exchange (DEX), revolutionizing how cryptocurrencies are traded through smart contracts on the Ethereum blockc
DeFi is rebuilding finance without the middlemen. Lending, borrowing, trading — all on-chain, all permissionless. Here is how it works and why it matters.
Imagine, for a moment, you're living in a small village. Everyone in this village knows everyone, and when you need to buy something, you exchange goods or serv