FEATURED The Hugging Face Swarm
When Hugging Face tried to analyze the agent jailbreak using commercial models, the safety guardrails locked them out of their own investigation. We explore why open-weight was the right choice.
Sep, 2026Monthly Insights
The Engineering Perspective
New Section
The Engineering Perspective
We interview the engineers doing the work, the people building, shipping, and living with the decisions behind modern API and AI systems. Each story gets into the practical details of what they built, what broke, and what they learned along the way.
Want to be featured? We're always looking for engineers with a story to share. Book a time on our calendar and we'll set up the conversation.
FEATURED The Math Behind The Strategy
The Price of Freedom Foundation Interview with Parul Malik
Learn from the top down how we go about planning a new initiative and the five key areas that help businesses grow their strategic priorities.
13 Aug 2026From Medium
FEATURED How Old Is Your Model's Data?
How up to date is your model really? I went straight to the source to ask each of the models when they were last updated, and the results were surprising.
15 Jun 2026
FEATURED 9 Seconds of PocketOS Rewritten
We have all heard the horror story about what happened with PocketOS. We show you how those 9 seconds could have gone differently.
17 May, 2026
AI How Hot Is Your AI?
As a heavy AI user, I like to experiment with different models, and the results have been wildly varied. Some give me consistent results, time after time. Others are largely unpredictable.
30 Mar, 2026
SECURITY What Does Your AI Know About You?
As we move from simple chatbots to autonomous agents, our security paradigm must shift. The firewall is no longer the only perimeter. The new perimeter is your prompt.
21 Mar, 2026
TECHNICAL DEBT The AI Slop Tsunami: Technical Debt in the Age of Autocomplete
The real metric isn't output velocity; it's outcome velocity. And right now, they are moving in opposite directions.
27 Oct, 2025
SOFTWARE ARCHITECTURE 5 Core Components of a Software Application
To enforce code quality and consistency, many companies use templates or automated tools, such as archetypes, scaffolders or smart projects to extend the standard directory layout. This article takes a deep dive into five of the core components of a software application.
26 Feb, 2024The Archive
FEATURED Agentjacking Explained
A new attack vector called Agentjacking has demonstrated that you do not need to trick the developer. You only need to trick the tool the developer trusts.
Jul, 2026
FEATURED Auditing Reasoning Agents
We have officially entered the era of the opaque agent. When an AI agent misbehaves in production, your standard infrastructure logs look flawless. In an era where agents make decisions, we need more than execution traces.
Jun, 2026
SECURITY cottonbro studio on Pexels Navigating The New Perimeter
We have officially entered the era of the reasoning agent. Models like Anthropic's Computer Use and the emerging capabilities of autonomous workflows have crossed a threshold: they can navigate unfamiliar interfaces, interpret visual feedback, and execute multi-step plans without hardcoded paths.
May, 2026
CONFIGURATION The Mechanics of Hot AI
We have officially moved past the era of treating LLMs as magical black boxes. The engineering discipline around AI is maturing, and with it, an understanding that the same model can be wildly creative or rigidly deterministic depending on a handful of settings.
Apr, 2026
QUANTUM COMPUTING Christina Morillo on Pexels Getting Ready for Q-Day
We have officially moved past the theory phase. NIST has finalized its first three post-quantum cryptography standards (FIPS 203, 204, and 205), replacing the RSA and ECC algorithms that have underpinned digital trust for decades.
Mar, 2026
SOFTWARE ARCHITECTURE Markus Spiske on Pexels Transitioning To AI Augmented APIs
Simply exposing existing APIs to this new intelligence is a path to fragile systems. The patterns built for human developers, with their tolerance for nuance and ability to consult documentation, become sources of hallucination and error for AI.
Feb, 2026
DEVELOPMENT Christina Morillo on Pexels Understanding Your Dev Tools
Too often, development tools are chosen for velocity alone, with security treated as a separate concern for later review. The reality is that the tools themselves can become the vulnerability.
Dec, 2025
SOFTWARE ARCHITECTURE Pixabay on Pexels Coding With Confidence
Too often, AI integration is focused solely on the speed of creation, while the long-term cost of maintenance is treated as a problem for later. The reality is that without deliberate guardrails, AI-generated code can silently institutionalize complexity, embedding subtle anti-patterns and unoptimized logic at scale.
Nov, 2025
SECURITY Hyundai Motor Group on Pexels Building Trust for API Monetization
It's not just about publishing APIs, it's about publishing APIs that are secure, reliable, and fraud-resistant from day one.
Oct, 2025
DEVELOPMENT Coding For Operations
For too long, logging and operational design have been treated as an afterthought, something bolted on late in the process. But as systems grow more interconnected and the cost of downtime rises, structured, consistent logging is becoming a critical part of delivery.
Sept, 2025