Auto-aggregated global tech articles · 260 posts
For anything an agent can persist, split the proposal path from the commit path and put a real trust boundary between them. If a model can save durable facts, untrusted text from one session could influence later sessions. A practical DIY baseline: Store proposed items as append-only JSONL in Git
1. Basic Information Original Article Title: Rogue ScreenConnect Installations Across Unrelated Hosts Suggest Worm-Like Activity Publisher: Huntress Publication / Update Date: 2026-09-03 Source: Huntress Related Source: SecurityWeek: Modified ScreenConnect Clients Used in Worm-Like Campaign
Learn about the key benefits of sandbox environments with Docker including isolation, definable controls, secrets credential handling, and more.
In February 2022 I published my first post here, called Kestra, infinitely scalable open source orchestration and scheduling platform. I described an orchestrator using Kafka as both queue and database, Elasticsearch as the repository behind the UI, and I was proud of the 350,000 executions a month
You described what you wanted, an assistant wrote it, and after some back and forth it works. You can see it at localhost:3000. It does the thing. Then you try to show someone, and there is nowhere to send them. If you have spent the last few days getting increasingly frustrated at this stage, her
GitHub Enterprise Server (GHES) 3.22 is now available and introduces new capabilities across the platform. Here are a few highlights in the 3.22 release: Administrators can configure Copilot CLI to… The post GitHub Enterprise Server 3.22 is now generally available appeared first on The GitHub Blog.
myna 0.15.0: myna update I typed myna update today and got Unknown command "update". Run: myna help. That is a fair answer and a bad one. The installer already knew how to put a myna binary on a machine correctly, so there was no reason the binary could not do the same thing to itself. myna upd
Having recently learned that Gmail is doing away with the "Send As" feature, that messes up everything! For YEARS I've had all of my emails forwarded to Gmail, then I send email using my server's SMTP in the "Send As". That made it easy to access email with 4 separate devices, no third party apps ne
I let three different AIs work in my homelab every day — a coding assistant, a second CLI for pair-work, and a small agent that triages alerts overnight. One evening I realized I couldn't answer a basic question: what is all of this actually costing me? Two burn subscription quota I've already paid
Software supply chain, security and compliance tools all depend on accurate information about the packages they analyze, but that data is often fragmented across multiple sources and can be difficult to access or use consistently. A new European Union-funded initiative called CodeSupply, coordinated
DevOps is often associated with speed: shorter release cycles, greater automation, faster feedback and increased developer autonomy. In financial services, however, speed is only one part of the equation. A platform supporting banking, payments or other regulated financial workloads also has to acco
Allostatik gives you a working relationship with your AI that compounds — each session builds on the last instead of resetting with every conversation. It's a folder of plain files you own, plus the routines that keep them true. AI can hand one person the leverage that used to take a team — but onl
I built a lab in AWS to watch an attack happen. Terraform provisioned a VPC, I put a PostgreSQL database on the public internet on purpose, pointed a script at it, and piped VPC Flow Logs into Splunk so my partner could watch from the SOC side. Then I wrote an incident report describing a single ex
In server administration and software testing, validating log retention policies, storage cleanup thresholds, and device lifecycle expiration logic is vital. However, testing these workflows traditionally forces engineers to wait days or weeks for actual time to elapse, or manually adjust system clo
I ran equivalent Spring Boot 3.5 and Quarkus 3.39 applications side by side on the same 512 MB VPS. Both were JVM applications running on JDK 25. Quarkus native image was not used. Both had the same workload, H2 database, -Xmx80m, Serial GC, and the same JVM tuning. A few results surprised me: Quar
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance the
A fourth piece, after "What's left when the machine writes the code", "How to start when the machine writes the code" and "What I build now that the machine writes the code". Those were about what changed and what I do with it. This one is about how it feels, which turns out to be the part people ac
We run about a hundred repositories. Sixty-eight of them started life the same way: someone opened a GitHub template repo, clicked Use this template, and got a working site. Last week I counted which version of that template each one was actually running. Twenty-eight distinct versions were live at
Apica today added an artificial intelligence (AI) agent and Model Context Protocol (MCP) server to version 3.0 of its Ascent platform for managing telemetry data pipelines. Andi Mann, chief product and technology officer for Apica, said the AI agent, dubbed Venn, makes it possible for IT teams to us
When I run a coding agent on a local project, it can inherit the environment variables from my shell. That may include unrelated API keys or credentials for other projects. I’m curious how people handle this in practice. Do you use a separate shell/session, an environment allowlist, direnv, Docker,
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