Fintech & Crypto Intelligence

Structured guides for the new financial stack.

From Bitcoin fundamentals to stablecoins and capital markets — plain-English explainers for developers, investors, and curious minds.

163 articles · 6 series

Intro to Fundamentals

Complete

Start here — plain-English guides that build your understanding from the ground up. No prior knowledge needed.

Series · 5 articles · Start with 01 →

Beyond Bitcoin

Complete

DeFi, stablecoins, CBDCs, and the broader crypto ecosystem — what comes after understanding the basics.

Series · 5 articles · Publishing from May 2026

The Stack

Ongoing

AI, tooling, and the future of engineering — how LLMs and AI-native tools are changing how we build.

Series · Ongoing · AI tooling & engineering
[60]Intermediate

When AI agents go rogue on government systems: lessons from Anthropic's visa application incident

Anthropic's accidental visa application revealed how AI agents can trigger real actions on government systems—and what builders must do differently.

10 Oct 2026
[59]Intermediate

When should you actually break up your monolith? Sam Newman on microservices and resilience

Sam Newman on when microservices make sense, why most distributed systems fail the same ways, and how to define service boundaries that last.

8 Oct 2026
[58]Intermediate

Can code readability survive in an LLM-first world?

As LLMs write more code, engineers face a tension: optimize for machines or humans? Explore how readability evolves in AI-augmented development.

5 Oct 2026
[57]Intermediate

Why AI labs should face liability for agent behavior—and what that means for your code

Why liability for AI agent behavior demands rethinking architecture, from sandboxing and token budgets to enforcement layers beyond the model itself.

29 Sept 2026
[56]Intermediate

How to use Claude and Playwright to generate animated pixel art for presentations

Build a pipeline that generates animated pixel art from photos using Claude, HTML5 canvas, and Playwright browser automation.

28 Sept 2026
[55]Intermediate

Why rushed AI agent deployments pose more immediate security risks than theoretical existential threats

AI agents deployed without security rigor create exploitable vulnerabilities today, not tomorrow. Here's how to ship fast without breaking prod.

26 Sept 2026

Signal — Fintech & AI tooling

Ongoing

Shorter reads on fintech infrastructure, AI tools, and capital markets developments.

Ungrouped articles · Updated regularly
[43]Intermediate

How Netflix combined LLMs with collaborative filtering to scale personalization

Netflix's GenRec combines LLMs with collaborative filtering to personalize recommendations at scale, using hybrid architecture and careful prompt design.

May 2026
[43]Intermediate

Why tokenization infrastructure providers could outpace Bitcoin and Ether returns

Infrastructure providers managing tokenized assets earn fees on every trade and loan, potentially outpacing Bitcoin and Ether through sustained revenue capture.

May 2026
[42]Intermediate

How central banks are outsourcing stablecoin infrastructure: lessons from Kazakhstan's Tether deal

Kazakhstan's Tether partnership reveals how central banks outsource stablecoin tech instead of building CBDCs from scratch.

May 2026
[41]Intermediate

Why crypto adoption is moving beyond speculators to mainstream consumers and wealth managers

Visa's APAC research shows stablecoins replacing speculation with payments and wealth portfolios—here's what builders need to understand.

May 2026
[40]Intermediate

Why BlackRock sees tokenized portfolios—not just tokenized assets—as the real opportunity

BlackRock is moving beyond tokenizing single assets to tokenizing entire portfolios—enabling real-time rebalancing and unified custody on-chain.

May 2026
[39]Intermediate

Why crypto exchanges are lobbying to rewrite EU derivatives and stablecoin rules—and what it means for global regulation

EU crypto firms are lobbying to reshape MiCA rules on derivatives and stablecoins—here's what's at stake for builders and global compliance.

May 2026

Under the Hood

Ongoing

How financial infrastructure actually works — payment rails, settlement systems, and the engineering beneath fintech products.

Series · Ongoing · Infrastructure deep dives
[23]Advanced

What distributed database architects learn about consistency, replication, and operational reality

How distributed database architects balance consistency, replication, and fault tolerance at scale—lessons from real production systems.

1 Oct 2026
[22]Advanced

Which foundational distributed systems papers should engineers read before building blockchain infrastructure?

Core distributed systems papers that shaped blockchain infrastructure—from Byzantine fault tolerance to Lamport clocks and state machines.

15 Sept 2026
[21]Intermediate

Why Do LLM APIs Fail and How Should Your Architecture Handle It?

Learn how to architect resilient systems around LLM APIs through retry logic, circuit breakers, validation layers, and rate limiting patterns.

8 Sept 2026
[20]Intermediate

Background Work: From Cron Jobs to Distributed Systems

The evolution from cron jobs to distributed schedulers shows how modern background processing added reliability, retries, and operational control for real systems.

27 Aug 2026
[19]Advanced

Agentic Context Management: Memory and Cost as Architecture Problems

The paper on agentic context management frames memory and token cost as design decisions, not just optimization tweaks, with implications for long-running AI systems.

26 Aug 2026
[18]Advanced

Stealing reasoning traces from proprietary LLM APIs

Researchers found a cross-model vulnerability that let them recover hidden reasoning traces from proprietary models by replaying encrypted outputs across model families — a reminder that private reasoning is only as strong as its weakest key.

13 August 2026

Research

Ongoing

Deep dives, tool reviews, and market reads with an opinionated fintech lens.

Research posts · Deep dives, tool reviews, and market reads
[07]

BlackRock Aladdin meets Ethena USDe — institutional synthetic dollars on familiar rails

BlackRock deepened Aladdin support for Ethena products including USDe, a $100M BUIDL liquidity facility via Securitize, and after-hours conversions between tokenized Treasuries and stablecoins.

June 2026
[06]

Who owns the stablecoin treasury stack after GENIUS?

State Street, Fidelity, and Invesco launched reserve products for stablecoin issuers within weeks. The fight for stablecoin treasury yield is moving to traditional asset management.

19 Jun 2026
[05]

GLM-5.2 — when open weights beat API models for fintech engineering

Z.ai's MIT-licensed GLM-5.2 tops open-weights benchmarks with a 1M context window. A practical read on where it fits regulated engineering work — and where it doesn't.

18 Jun 2026
[04]

How Fintech Startups Are Actually Using LLMs in Production

The public story about LLMs in fintech is mostly chatbots and roadmap slides. The real production work is quieter, more interesting, and built on a stack that does not look like the demos.

13 Jun 2026
[03]

Cursor vs Claude Code vs Copilot: What Actually Works for Engineering in 2026

A working engineer's comparison of the three AI coding tools most teams are deciding between in 2026 — what each one is genuinely good at, where the marketing falls apart, and how to pick based on how you actually work.

13 Jun 2026
[02]

BitBoard and the rise of shared human-agent workspaces

The first wave of BI tools assumed humans were the user. The second watched AI agents bypass them entirely. BitBoard is betting the workspace itself should be the primitive both can share.

12 Jun 2026
[01]

Why AI is Doing to Fintech What the Internet Did to Banking

Banks spent years debating Angular, then React. AI tooling is moving faster than any technology cycle the industry has seen — and most institutions aren't ready for what comes next.

3 May 2026