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Originally published at woitzik.dev It started with Paperless-ngx crashing. It ended with my control-plane node sitting at a load average of 90, CoreDNS generating 1.2 million DNS queries per day, and worker nodes reporting 3.8 GiB of allocatable memory instead of the 16 GiB they actually had. The r
When I led self-serve at a usage-based data company, one of the most common feature requests was credit limits per API Key. People wanted to hand a key to a script, a teammate, or now an AI agent, and know it couldn't run up the whole bill. We get the same request at my current startup, Tanso. Accou
The Quest Begins (The “Why”) I still remember the first time I walked into a tech interview feeling like Luke Skywalker staring down the Death Star trench—armed with a lightsaber of algorithms but totally clueless about the “soft‑skill” barrage waiting around the corner. The interviewer leaned forwa
There is a quiet assumption running through most conversations about AI security: that the danger is coming, but it isn't here yet. That assumption is mostly right. What fewer people acknowledge is why. Today's AI agents are not safe because anyone made them safe. They are safe because they are not
I'm a developer-turned-founder. When I moved from building software to building a revenue consultancy, I kept running into a problem my developer brain couldn't ignore. Software teams have: Version control (git) Audit trails (commit history) Rollback (git revert) Diff views (what changed between rel
Introduction During my freelance work on the Teletype platform, I regularly worked with repetitive browser-based workflows involving form processing, task updates, and continuous data entry operations. While the tasks themselves were straightforward, the high volume and repetitive nature made the pr
The End of Traditional Coding? How AI Coding Agents Are Transforming Software Development in 2026 The software development industry is experiencing one of the biggest transformations in its history. For decades, programming was primarily about developers manually writing code, debugging applications
As announced in this blog post on June 18, 2026, Gemini CLI and Gemini Code Assist IDE extensions will stop serving requests for Google AI Pro and Ultra, as well as those using it free of charge using Gemini Code Assist for individuals. Google is unifying its AI terminal tools by transitioning the c
unsolvable problem alert It's always news to me when I encounter a dev challenge I'm unable to surmount. It used to be unusual but the last two times have shown a pattern: it rears its head whenever I'm with undocumented tech In this episode, I set out to build an auto documentation generator in php
Every allocator benchmark leads with the median. malloc does 15M ops/sec, the typical call is 15 ns, ship it. The median never paged me at 3 a.m. The tail did. Same allocator, same workload, but measuring the worst single call instead of the typical one: Median: ~16 ns Worst case: 6,950,000 ns — alm
TL;DR An MCP proxy forwards requests between AI agents and MCP servers — it handles transport, not governance. Fast to set up, hits a wall the moment you have more than one team or more than two servers An MCP gateway adds identity, RBAC, audit trails, and per-tool policy enforcement on top of that
Every enterprise company is seemingly trying to adopt the Model Context Protocol (MCP) to connect its AI agents to tools. But so The post MCP gets its missing enterprise authorization layer appeared first on The New Stack.
We break down the technical architecture behind our multi-stage vulnerability discovery harness and automated triage loop. Learn how we manage state controls, squash false positives through adversarial review, and route around LLM context limits.
This is a submission for the June Solstice Game Jam / June-Solstice-Game-Jam The Turing Solstice A narrative logic puzzle game for the June Solstice Game Jam "Every code can be broken. Every wall can fall. Every self can be free." — The Machine, at Solstice 🎯 Concept You are an apprentice to Alan T
Hyperion CEO argued investors are still underestimating the decentralized exchange's transformation into a broader blockchain ecosystem.
The CFTC said it has settled its case against former Celsius CEO Alexander Mashinsky, who is currently serving a 12-year prison sentence.
As the MiCA grace period closes, only a fraction of registered firms hold full licenses, setting up the prospect of a wave of consolidation.
Alexander Mashinsky, the founder of failed crypto lender Celsius, had earlier been imprisoned for fraud and is now formally banned from CFTC registration.
Nintendo of America has confirmed to BleepingComputer that threat actors stole survey data from the third-party TinyPulse service used internally, but its systems were not compromised. [...]
The post Bitcoin Price Deep Dive: $35,000 Worst Case as Analyst Maps Levels for ETH, SOL and XRP appeared first on Coinpedia Fintech News Bitcoin is at a pivotal moment. Analyst Gareth Soloway has identified $63,500 as the single most important level in the near term. Bitcoin rallied from its double
