Search the archive

20 MARKETING AND COMMUNICATIONS TRENDS THAT AREN'T WORTH THE HYPE

20 overrated trends that separate substance from hype.

behind-the-scenes info): watch the recorded webinar

IS THIS AI'S HARDWARE MOMENT? A RELUCTANT DEBATE

AI's full potential won't be unlocked in a text box - it needs context, mobility, and seamless integration into daily life. Hardware, if purpose-driven and socially acceptable, may be the key to making that leap.

AI PROTOTYPING: HOW 11 REAL-WORLD TEAMS ARE TRANSFORMING THEIR WORK WITH LOVABLE

AI prototyping tools like Lovable are transforming product discovery by enabling teams to quickly test ideas, visualize solutions, and align stakeholders - without sacrificing speed, clarity, or collaboration.

BAN CHATGPT

Chatbots risk creating dependence and distorting reality. We must set limits before the harm outweighs the benefit.

WHY STAKEHOLDER MANAGEMENT FAILS (AND WHAT WORKS INSTEAD)

Build alignment through clear communication, defined roles, and collaborative prioritization. Focus on relationships, not requests, and shift from pleasing to impactful decision-making.

A COMPLETE GUIDE TO REVERSE-ENGINEERING STRATEGY

Most teams misunderstand product strategy - it's not your mission, goals, or roadmap, but the real choices driving behavior. By reverse-engineering what your team actually does, you uncover your true strategy and gain the clarity needed to align decisions, spot opportunities, and win.

THE OKR PARALLEL UNIVERSE SYNDROME

OKRs fail when companies add side priorities. Treat OKRs as the single source of focus and update them instead of working around them.

NO PAIN, NO GAIN

Growth happens through discomfort - physically, mentally, and creatively - by pushing beyond comfort zones with consistency. Intentional challenge builds strength, cognitive resilience, and unlocks change we can't foresee at the start.

ON DEMAND LEARNING

AI lets anyone build fast, but real professionalism means learning deeply and building responsibly.

TWO POM TRANSFORMATION FLAVORS

Scale-ups need to evolve beyond chaotic growth by linking product strategy to business goals, while enterprises must dismantle legacy systems and funding models to enable real product agility.

GPT WRAPPERS

“Wrappers” aren't inherently bad - it's only a problem if they're easily replaceable.

See AI testing that actually work 👀

SVELTE, MARKDOWN, AND THE MAGIC OF WEB COMPONENTS

CONTENT ADDRESSABLE STORAGE

Content Addressable Storage (CAS) uses cryptographic hashes of file content for addressing, making sure that identical content always generates the same hash. The technique solves problems related to browser caching and data duplication. This article goes over a Rust implementation of a CAS system, starting with a simple in-memory store and progressing to a persistent store that optimizes file system layout for performance.

IMMUTABLE BY DEFAULT: HOW TO AVOID HIDDEN STATE BUGS IN OOP

Immutable objects should be used by default in object-oriented programming to avoid hidden state bugs caused by unexpected data modifications. This post shows a DateTime example where a shared mutable object led to a difficult-to-trace bug. Immutability prevents such issues by making it so data cannot be changed after creation, whereas the performance overhead is minimal.

TEAM OKRS IN ACTION

Team OKRs work best when teams define their own objectives collaboratively rather than having goals imposed from above, as top-down cascades often result in weak commitment and disengagement. High-performing teams bridge the gap between organizational strategy and execution by creating their own OKRs that align with broader company direction while maintaining ownership and autonomy.

VIBE CODING TIPS AND TRICKS

Effective vibe coding requires clear requirements, design guidelines, strategic prompting, and proper testing with human-defined test cases. AI should be used to help co-author documentation, both for humans and AI to read later.

the tutorial

BYTEBOT

Bytebot is an open-source AI desktop agent that gives AI its own virtual computer with full application access to automate tasks via natural language. It can complete complex workflows, process various document formats, and use real applications within a complete Ubuntu environment.

REDWOODSDK

RedwoodSDK is a React framework for building server-side web applications on Cloudflare. It uses a Vite plugin for features like SSR, React Server Components, and real-time functionality. The framework has a standards-based router with middleware and interruptors for precise control over requests and responses.

WHISPERING

Whispering is an open-source speech-to-text application designed to be local-first and transparent with user data. It lets users transcribe speech quickly using a shortcut and uses cloud or local providers without a middleman.

SECURE BOOT, TPM, AND ANTI-CHEAT ENGINES

Online multiplayer games are increasingly requiring Secure Boot and TPM to combat cheating by using hardware and firmware security. Secure Boot verifies the boot process, while TPM provides a unique hardware identifier and verifiable boot state. These measures aim to prevent unauthorized kernel-level drivers and ban evasion by uniquely identifying cheaters' hardware.

WHO INVENTED BACKPROPAGATION?

Efficient backpropagation (used in modern neural networks) was first published by Seppo Linnainmaa in 1970, who built on precursor work by Henry J. Kelley in 1960. The minimization of errors through gradient descent in neural networks using dynamic programming and the chain rule has been discussed since the early 1960s. Despite its early origins, it took four decades for backpropagation to gain widespread acceptance.

AI AGENT DESIGN: HOW TO BUILD RELIABLE AI AGENT ARCHITECTURE

There are three non-negotiable principles for building reliable AI agents: modular and role-based design, deep observability from the start, and feedback loops for iterative optimization. Modular design breaks down complex tasks into smaller, specialized agents for easier testing and scaling, while deep observability involves tracking metrics to identify and address issues. Implementing feedback loops allows for continuous learning and improvement through user input, automated evaluations, and self-reflection.

FRACTIONAL JOBS

Fractional Jobs is a platform that connects companies with expert part-time engineering talent for monthly retainer-based work.

WHAT COULD HAVE BEEN

Instead of blindly chasing AI hype, tech companies should focus on improving existing software and infrastructure, which are being neglected in favor of AI features that often degrade user experience.

YOUR MCP DOESN'T NEED 30 TOOLS: IT NEEDS CODE

You can replace complex, multi-tool Model Context Protocol (MCP) setups with a single "ubertool" MCP that accepts and executes code (like Python or JavaScript) within a stateful environment.

SIMPLICITY, VANISHED?! SOLVING THE MYSTERY WITH INERTIA.JS + RAILS

Inertia.js with Rails can be used to build modern JavaScript components and interactive UIs without the complexity of SPAs.

conversation into revenue.

OPENAI STAFFERS TO SELL $6 BILLION IN STOCK TO SOFTBANK, OTHER INVESTORS

Current and former OpenAI employees who spent at least two years in the company may have the opportunity to sell approximately $6 billion worth of shares to an investor group that includes Thrive Capital, SoftBank Group Corp., and Dragoneer Investment Group. The deal would value OpenAI at $500 billion. Talks for the deal are still in an early stage, and the size of the sale could still change. The sale will allow OpenAI employees a chance to get cash-rich amid a high-stakes talent war in the artificial intelligence industry.

THE PALANTIR MAFIA BEHIND SILICON VALLEY'S HOTTEST STARTUPS

Several ex-Palantir employees are now founders at some of the buzziest startups in Silicon Valley. These founders lean on other ex-Palantir executives and engineers for support and financing. Palantir is a data analysis firm that works with the US military and intelligence agencies. Some venture capital funds' only mission is to invest in companies founded by people with Palantir experience. This article looks at the so-called Palantir mafia and the companies they have started.

SPACEX REVEALS WHY THE LAST TWO STARSHIPS FAILED AS ANOTHER LAUNCH DRAWS NEAR

SpaceX has received launch approval for the 10th full-scale test flight of its Starship rocket. The launch is scheduled for no earlier than August 24 at 6:30 pm local time in Texas. Starship's record in 2025 so far has not been great, with four failed test flights and the explosion and destruction of another Starship vehicle during a ground test in June. A good outcome on the text Starship test flight will give SpaceX footing to continue to step forward on its roadmap.

BIOTECH'S LOST ARCHIVE

FDA submissions contain unparalleled details about the design of clinical trials, manufacturing processes, safety assessments, and reviewer correspondences, but this information is not publicly available. This article details a proposal for a legally grounded mechanism for democratizing FDA filings. Freeing FDA submissions from obscurity would level the playing field for small biotech firms, academic teams, and nonprofits and enable AI-driven regulatory intelligence tools that dramatically lower compliance costs and accelerate approval timelines. AI stands to revolutionize drug development, but only if it can be trained on high-quality unredacted datasets.

Download free from Datadog

EVERYTHING I KNOW ABOUT GOOD SYSTEM DESIGN

Good system design is about knowing how to use boring, well-tested components in the right place. Using exciting tools will usually end up in a mess. There are very few instances where you want to do the kind of system design that you could talk about at a conference. Boring system design is much more common.

BUILDING A WEB SEARCH ENGINE FROM SCRATCH IN TWO MONTHS WITH 3 BILLION NEURAL EMBEDDINGS

Search engines seem to be getting worse. Better quality results should rank higher than the prolific inorganic content and engagement bait everywhere today. Transformer-based text embedding models show amazing natural comprehension of language - this technology can be used to find great content, insights, and references. This article details a project where a developer tries to build a web search engine from scratch using neural embeddings. Embeddings appear far more powerful than traditional search.

35 THOUGHTS ABOUT AGI AND 1 ABOUT GPT-5

GPT-5's release felt uneventful. It is still not Artificial General Intelligence (AGI), and it still gets things wrong - the model is supposed to be able to decide for itself whether it needs to use its thinking mode for harder problems, but many reports show that it often gets this wrong. Large language models perform well with crystallized knowledge, which masks their shortcomings with fluid intelligence. AGI has the potential to change how we do everything very soon after it is achieved, but we still have to figure out how to get there.

CHINA'S VISION FOR A DRIVERLESS FUTURE IS MILES AHEAD OF EVERYONE ELSE'S

China's autonomous vehicle industry is nearing a tipping point. The country is already the world's largest auto market and a global leader in electric and autonomous vehicles. By 2030, a fifth of new cars sold in China will be fully driverless, and 70% will feature advanced assisted-driving technology. The country's push to build infrastructure gives it a significant advantage in deploying autonomous vehicles. Its AV market shows no sign of slowing - many regions will want to partner with China to upgrade their infrastructure.

PAYMENT PROCESSOR FUN 2025 -- MAKING YOUR OWN MSP

Merchant Service Providers (MSPs) are fintech companies that take payment info and submit it to Payment Card Networks like Visa and Mastercard.

TRAPS TO DEVELOPERS

This post lists common traps for developers across different languages, frameworks, operating systems, and concepts.

THE FUTURE OF LARGE FILES IN GIT IS GIT

GitHub could enable users to push files bigger than 100mb once Git's new large object promisors feature sees broad adoption.

CHATGPT'S NEW SUBSCRIPTION COSTS LESS THAN $5, BUT IT'S NOT FOR EVERYONE

ChatGPT Go, which is only available in certain regions, costs 399 Indian Rupees (around $4.55).

BEYOND BOOLEANS

The common logical operations we take for granted (Or, And, Not, etc) can be described as types containing values of other types and functions between them.

BIG TECH IS EATING ITSELF IN TALENT WAR

If the reverse acquihire trend continues, many of the people who would have been bold enough to join a risky startup will start giving more weight to other options.