Search the archive

See why it's worth your time

UNDER THE HOOD: UNIVERSAL COMMERCE PROTOCOL (UCP)

The Universal Commerce Protocol (UCP) is an open-source standard that enables seamless commerce journeys between customer surfaces, businesses, and payment providers. It works with existing retail infrastructure and is compatible with the Agents Payments Protocol. The UCP provides businesses with flexible ways to integrate via APIs, Agent2Agent, and the Model Context Protocol. It was developed by Google in collaboration with industry leaders.

AGENT DESIGN PATTERNS

We are getting closer to long-running autonomous agents. However, models get worse as context grows. Effective agent design largely boils down to context management. This post explores common design patterns across agents.

EVALUATING AI AGENTS IN PRODUCTION

Anthropic's practical approaches to agent evaluation emphasize pre-deployment tests that simulate real-world conditions and reduce failures in complex, multi-turn agent systems.

DEEP THINK WITH CONFIDENCE

Meta AI researchers developed DeepThink with Confidence (DeepConf), a technique that uses internal confidence signals to cut LLM reasoning overhead by up to 84.7% while maintaining accuracy. The method monitors token-level confidence to terminate low-quality reasoning traces early, particularly when models generate uncertainty markers like "wait" or "think again."

AGENT-NATIVE ARCHITECTURES AND THE SHIFT BEYOND CODE

Agent-native architectures replace step-by-step code with agents that decide how to achieve outcomes, while developers define only the desired results through prompts. This model makes software faster to build and adapt, since behavior changes come from modifying language instead of rewriting logic. The shift trades predictability for flexibility, pushing software design toward continuous pruning and observation rather than rigid control.

IN AI AGENTS, TRACES ARE THE SOURCE OF TRUTH

In AI agents, the code only orchestrates models and tools, while real decision-making happens inside the model at runtime and cannot be understood by reading the code alone. Traces capture the actual reasoning steps, tool calls, errors, costs, and outcomes, making them the primary artifact for debugging, testing, optimization, and monitoring.

ANTHROPIC CUTS OFF XAI'S ACCESS TO ITS MODELS FOR CODING

Anthropic has cut access to xAI developers who were using its Claude models for coding via the Cursor AI coding tool.

INDONESIA AND MALAYSIA BLOCK GROK OVER DEEPFAKE ABUSE

Indonesia and Malaysia have temporarily blocked access to xAI's chatbot Grok after it generated non-consensual deepfakes, including content depicting minors and violence.

THE AI REVOLUTION IS HERE. WILL THE ECONOMY SURVIVE THE TRANSITION?

Experts predict significant economic and technological impacts.

THE COMING AI COMPUTE CRUNCH

Demand for AI compute is outstripping supply due to soaring token consumption and a surge in LLM users.

STRATEGY IN FOUR WORLDS

Deep Future is an AI stress-testing tool for strategies that simulates thousands of futures using a scenario generation engine.

CRYPTO MARKET STRUCTURE BILLS THIS WEEK

Both the Senate Banking and Senate Agriculture Committees have scheduled markup sessions for January 15 to review their respective crypto market structure bills – a critical procedural step where members debate, propose amendments, and vote on advancement. If both bills advance, they would be reconciled into a unified Senate package, sent to the Senate floor, then reconciled with the House-passed CLARITY Act before final votes and presidential signature. Unresolved issues include Americans' rights to earn stablecoin rewards, DeFi sanctions screening requirements at the UI level, and self-custody protections. Banking Committee Chair Tim Scott set January 15 as a firm deadline. Kalshi prediction markets currently assign a 45% probability of passage before May and 66% before 2027.

UK CHAIRS PUSH TO BAN CRYPTO POLITICAL DONATIONS

Seven Labour MPs who chair parliamentary committees urged the government to ban cryptocurrency political donations in the upcoming Elections Bill. They believe crypto can obscure fund sources, enable thousands of micro-donations below disclosure thresholds, and raise the risk of foreign interference. The intervention piles pressure on Labour after Reform UK began accepting crypto and comes as the UK tightens its broader crypto regulatory framework.

EIP-8004: ROAD TO MAINNET

EIP-8004 proposes establishing Ethereum as a coordination layer for autonomous AI agents through three on-chain registries: identity for agent identification, reputation for tracking behavioral history and trustworthiness, and validation for verifying capabilities and permissions. The specification has progressed from v0.4 to v1.0 as it matures with community input. This standard would enable agents to transact and coordinate with verifiable credentials and reputation systems built directly into Ethereum's base layer.

ONCHAIN NEOBANKS TO WATCH IN 2026

Onchain neobanks combine DeFi functionality with traditional banking UX while maintaining self-custody, differentiating from custodial solutions like Coinbase. Three leaders are gaining traction: Superform ($144M TVL and 300% growth since mid-2025) focuses on automated cross-chain yield aggregation across 7+ chains, Veera targets emerging markets with 4M+ users across 108 countries and plans Q1 2026 physical card launch, and Tria leads chain abstraction with 150K users generating $1M daily spend and ~$20M ARR through its invisible multi-chain infrastructure.

PAYMENT TOKENIZATION ISN'T ONE-SIZE-FITS-ALL

There are three distinct payment token types: network tokens (Visa/Mastercard, best for recurring payments), Payment service provider tokens (Stripe/Adyen, secure but processor-locked), and digital wallet tokens (Apple Pay/Google Pay, great UX but not the best for subscriptions). Confusing them can lead to vendor lock-in, failed payments, or lost revenue. As payments scale globally, choosing the right tokenization strategy is a growth and reliability decision, not just a security upgrade.

HOW I MADE 152% APY ON STABLECOINS

A liquidity provider on ZKP2P generated 152% APY over 9 months by earning spreads on peer-to-peer fiat-to-crypto conversions, producing $12.7K yield on an average $6.3K USDC deposit through 276 capital recycling loops totaling $1.57M in volume. The strategy involved setting above-market rates for USDC sales, receiving fiat payments verified via zero-knowledge proofs, then moving funds back onchain through Monerium and redepositing, with 32% of cycles completing in under 6 hours enabling multiple daily rotations. Market maturation is evident as competition compressed EUR spreads from 2-3% in March 2025 to 0.5-1% currently, while ZKP2P processed over $20M total volume in 2025.

HOW I GOT DRAINED AFTER USING PUBLIC HOTEL WI-FI

THE THREE GAMES OF STABLECOIN FINTECH

Building stablecoin-native financial services requires competing on three simultaneous fronts: achieving feature parity with incumbent neobanks like Mercury and Brex, architecting systems that are stablecoin-first from the ground up rather than retrofitting crypto onto legacy infrastructure, and innovating on capabilities that only blockchain rails can enable. There is a unique competitive challenge facing crypto fintech builders, who must meet existing user expectations from traditional fintech while also delivering novel onchain functionality. Success in stablecoin financial services requires both defensive parity plays and offensive innovation beyond what traditional payment rails allow.

THREE HARD PROBLEMS FOR DECENTRALIZED STABLECOINS

Decentralized stablecoins must pick an index better than the USD, build oracles that cannot be captured by big money, and resolve staking-yield competition.

PRIVACY AND QUANTUM: TWO MEGA NARRATIVES

Privacy (today) and quantum resistance (upcoming) are the two biggest narratives in crypto.

ETHEREUM GAS FEES COLLAPSE AS L1 SCALES

Ethereum's average gas fees have fallen below 1 gwei, highlighting how L1 scaling upgrades have materially reduced transaction costs and weakened the practical need for Layer 2s for everyday usage.

SOLANA SEEKER SKR TOKEN AIRDROP CONFIRMED

Solana Mobile phone holders will receive 20% of the total supply, with an initial airdrop on January 21.

PENPOT IS EXPERIMENTING WITH MCP SERVERS FOR AI-POWERED DESIGN WORKFLOWS

Penpot is experimenting with MCP (Model Context Protocol) servers that enable AI assistants like Claude to understand and interact with Penpot design files through secure API requests without exposing user data to the AI. These servers leverage Penpot's design-expressed-as-code approach to enable workflows such as converting designs to code and back, generating documentation, validating consistency, and performing operations via natural language commands. Penpot is seeking beta testers to help refine the MCP server capabilities and explore additional use cases for AI-powered design workflows.

MYSTERY AI LAB THAT POACHED IPHONE AIR DESIGNER REVEALED

Former Apple industrial designer Abidur Chowdhury has joined a new AI startup called Hark. Founded by Brett Adcock and funded with $100M of his own money, Hark is quickly hiring engineers from companies like Google, Meta, and Amazon to build “human-centric” AI, though its exact product remains unclear. Most AI hardware efforts have struggled to gain traction, aside from Meta's Ray-Ban smart glasses. OpenAI has hinted at future AI hardware without yet revealing what it will be.

TAILWIND LABS LAYS OFF 75 PERCENT OF ITS ENGINEERS THANKS TO ‘BRUTAL IMPACT' OF AI

Tailwind Labs laid off 75 percent of its engineering team after AI tools caused an 80 percent drop in revenue, despite growing usage of its popular CSS framework. AI agents answering developer questions reduced website traffic by 40 percent, preventing the discovery of the commercial component packages that sustain the business. Following the announcement, major tech companies, including Vercel and Google's AI Studio team, pledged sponsorships to support the open-source project.

THE FORMULA THAT CHANGED HOW I THINK ABOUT DESIGN

AS AI TAKES HOLD, DESIGNERS SHOULD PRIORITISE TECH'S OFF SWITCH

Designers must now prioritize giving users frictionless control over when technology is active, as consumer fatigue with omnipresent AI grows. Four trends signal this shift: backlash against vague "AI-powered" marketing, demand for clear opt-outs and agency over AI features, sustainability concerns around AI's environmental costs becoming central, and preference for AI that enhances rather than replaces human creativity. "Tech for tech's sake" will decline in 2026 as emotional intention and purposeful design reclaim priority over indiscriminate technology integration.

WHEN YOUR BEST WORK GETS TOSSED

Design gets sidelined, not because it lacks value, but because the profession never learned to explain its impact in business terms, leaving decisions driven by opinion instead of evidence. To survive and lead, designers must translate user and craft outcomes into revenue, cost, and risk language, while education, organizations, and the industry build systems that make design's business value visible and undeniable.

AI DESIGN FIELD GUIDE

Learn techniques from the designers behind OpenAI, Anthropic, Figma, Notion, and more.

FAST MOBILE APP TESTING

Manual and AI-driven mobile app testing to define flows, automate coverage, and reveal real user-impacting issues.

THE INDIE AD MARKETPLACE

Find indie apps that sell ad spots, or list yours and get discovered.

10 LOW-EFFORT WAYS TO GET YOUR CREATIVE BRAIN WORKING AGAIN

This post presents gentle approaches that help restart creative thinking after the holiday break, emphasizing low-pressure actions over forced productivity. Methods include tidying workspaces briefly, revisiting abandoned ideas, doing creative warm-ups unrelated to client work, and changing work locations. Other strategies involve scheduling inspiring events, consuming art in different media, setting short-term tasks, reviewing past work, reorganizing small spaces, and copying admired pieces to ease back into creativity.

WITH 210 BRANDS ACTIVE ON ROBLOX, TOP GAMES HAVE BECOME THE HOT NEW IP

Super League has acquired an ownership stake in Hide or Die!, a top-100 Roblox game that has nearly three million daily active users, signaling a strategic shift toward building branded experiences around owned IP. The move follows industry trends, with 210 brands launching Roblox content in 2025, and firms like Gamefam similarly partnering on popular games to create sponsorship opportunities. Super League focuses on investing in proven, revenue-generating properties that can reach Gen Alpha and Gen Z audiences.

YANKO DESIGN'S BEST TECH AT CES 2026: DESIGNS THAT REMOVE FRICTION

Yanko Design spotlights CES 2026 products that upgrade familiar objects through thoughtful engineering rather than flashy innovation.

HOW TAYLOR SWIFT'S DOCUMENTARY INSPIRED ME TO CHANGE MY CREATIVE APPROACH

Writer Tom May was struck by Taylor Swift's approach to uplifting her team, prompting him to reconsider his own three-decade career and how he could better amplify overlooked voices.

WHY EAT REAL HAD TO STOP SELLING HEALTH TO ACTUALLY SELL HEALTHY SNACKS

Eat Real was struggling because its healthy messaging made its pulse- and grain-based crisps sound worthy but boring, so Midday Studio rebranded by using cookbook-inspired visuals, appetizing imagery, and clearer packaging hierarchy to make the snacks feel like a treat rather than a lecture.

STD::MOVE DOESN'T MOVE ANYTHING: A DEEP DIVE INTO VALUE CATEGORIES

`std::move` in C++ is a misnamed function that doesn't physically move data, but rather casts an expression into an rvalue reference, signaling that its resources can be "pillaged." This conversion allows move constructors and move assignment operators to efficiently transfer ownership of resources, usually by swapping pointers, instead of performing expensive deep copies.

WHAT HAPPENED TO WEBASSEMBLY

WebAssembly today is used in many real-world applications, powering everything from game engines and image processing to secure plugin ecosystems. It functions as an efficient, low-level compilation target, allowing devs to bridge language gaps, integrate high-performance code (like C++) into web environments, and run many languages efficiently.

AI IS A BUSINESS MODEL STRESS TEST

AI is a business model stress test. Tailwind Labs was recently tested as it laid off 75% of its engineering team because AI models reduced traffic to its documentation, reducing sales. AI commoditizes anything "specifiable," such as documentation or pre-built components, by directly generating answers without referring users to original sources.

START YOUR MEETINGS AT 5 MINUTES PAST

Starting all meetings five minutes past the hour or half-hour guarantees a short break between back-to-back meetings, which is more effective than attempting to end early. The brief pause allows attendees to transition, settle, and arrive less stressed.

DON'T FALL INTO THE ANTI-AI HYPE

AI is permanently changing programming, making manual coding obsolete for many tasks. LLMs are able to complete complex projects in hours instead of weeks, showing their current power in areas like library modification, bug fixing, and code generation. AI is a continuation of code democratization, and devs need to embrace and adapt to these new tools to multiply their capabilities.

FERRITE

Ferrite is a fast, lightweight text editor built with Rust and egui. It has WYSIWYG Markdown editing, tree viewers for structured data, syntax highlighting, various view modes including split view and Zen mode, and workspace capabilities.

CLAUDE SWITCHER

The Claude Code Switcher automates scripts using Claude Code. It enables executable markdown files with shebang support, allowing AI prompts to function as standard Unix-style scripts that can pipe data and chain together.

HOW MARKDOWN TOOK OVER THE WORLD

Markdown is a simple, plain text formatting system created by John Gruber in 2004 to make writing for the web easier than using complex HTML. It quickly became a fundamental tool used across nearly every facet of the modern tech world. Despite its adoption and the immense value it enables, Gruber freely shared Markdown, never seeking to monetize his invention.

MAJOR SOFTWARE INCUMBENTS RESTRICT API ACCESS TO DEFEND AGAINST AI-DRIVEN COMPETITION

Salesforce, Datadog, and Epic are restricting API access to protect market share as AI speeds up development. Slack now limits third-party calls to one per minute.

THE SOFTWARE CAMBRIAN EXPLOSION

A "software Cambrian explosion" will massively increase the amount of software created, making skilled engineers necessary for managing, scaling, and securing this new software.

CODE IS CLAY

AI's automation of commodity programming will allow software engineers to focus on creative, "hypercube" ideas, transforming the field into a more valued craft like post-industrial pottery.

CODE IS CHEAP NOW. SOFTWARE ISN'T

While AI tools have made code generation cheap and enabled a wave of disposable personal software, creating robust, maintainable, and impactful software still requires human engineering expertise, architectural judgment, and strategic problem-solving beyond just writing code.