OpenSSH ships in Windows, sshd comes preinstalled on Server 2025, and PowerShell 7 remotes over SSH natively. A twenty-year follow-up to the Cygwin kludge, including the key-permissions gotcha that still bites everyone.
DoltHub has recently released Dolt 2.0, a major update to the open source version-controlled SQL database. The latest major version adds automatic storage optimization, including garbage collection an
Aurora DSQL is a serverless SQL database designed for cloud-scale transaction processing with multi-region active-active capabilities. Built on a disaggregated architecture, DSQL separates compute, storage, and transaction coordination into independent, horizontally scalable services. Query proce...
How Haskell earned its place in H-E-B's supply chain.
OpenSSL fixed HollowByte after 11-byte TLS requests could strand memory on glibc systems, but shipped no CVE, advisory, or changelog note.
Twitch : https://twitch.tv/ThePrimeagen Discord: https://discord.gg/ThePrimeagen Support me (by becoming a backend dev): https://boot.dev/prime Get production ready SQLite with Turso: https://turso.tech/deeznuts
New GoSerpent malware targets Southeast Asian government and diplomatic entities, deploying SOCKS5 proxies, credential dumpers, and data theft tools.
On June 9, PHPverse 2026 brought together PHP developers from different backgrounds to watch talks by domain experts, exchange opinions, and even try to catch a running elePHPant. The five-hour live s
🎙️ PHP Podcast - July 16, 2026 Hosts: Joe Ferguson, Sara Golemon, and Holly Schilling Joe hosts with Sarah and Holly while running on no sleep. The PHP Tech 2027 CFP opens, a fake PHP 9 pitch appears, we crown Holly the accidental main character of internals, and everyone agrees dark mode flash...
Go Weekly — Issue #610
Learning a few things about running SQLite
Vocalizer is a native PHP extension for local speech synthesis, embedding sherpa-onnx and audio.cpp to run eight TTS model families — including Chatterbox voice cloning — behind one API.
* A sample Databricks App (FastAPI + React) that scores credit card transactions for fraud in real time using Model Serving route optimization for low-latency inference and Lakebase Postgres for online feature and profile lookups. * Fast inference alone is not enough. The app pairs route-optimiz...
AI agents are flooding pipelines. The bottleneck isn't deployment—it's validation. Learn how to fix independent deployability.
IntelliJ IDEA 2026.2 is here! This version brings updates designed to streamline your workflows and help you confidently adopt the latest innovations across the Java ecosystem.
Learn why semantic AI caching can degrade performance and how a hybrid Redis-vector database architecture solves the latency trap.
Turso is becoming the LLVM of databases: one modern, reliable Rust core with many SQL frontends. After rewriting SQLite, we are now building Postgres.
DataGrip 2026.2, the second major update of the year, is here! Let’s take a look at what’s inside. AI This release introduces three AI agent skills for working with databases: database-tools, da
GoLand 2026.2 is all about helping you understand and improve your Go applications with less effort. This release introduces the new Go Optimization tool window, bringing profiling, escape analysis, a
Details the architectural risks of integrating LLM agents into CI/CD pipelines for automated vulnerability discovery.
Ruth Linehan discusses Momento’s 3-year migration from Kotlin to Rust, explaining how the borrow checker speeds up delivery velocity and why Rust lowers overall engineering costs in production.
Cruller: a production-focused Bun runtime ported to Zig 0.16 Cruller is a fork of the last Zig-based Bun release, reduced to the parts needed to run already-built production JavaScript servers and ported to vanilla Zig 0.16. Repository: GitHub - solenopsys/cruller: fork of Bun · GitHub The proj...
* Define trusted context for analytics and AI: Metric views create governed business definitions, while vector retrieval, geospatial types, and richer SQL primitives bring AI-native analytics into Spark. * Reach Spark from more applications: Spark Connect, Arrow-first Python execution, improved...
One searchable view for logs across every Supabase service, with live tail, filtering, and a timeline.
Linux stable vulnerability commit monitor
Learn how to define a Laravel route that responds to the new HTTP QUERY method and use Laravel Scout's database driver to build a search API endpoint.
G# is a modern .NET language that brings Go, Kotlin, and Swift ergonomics to the CLR.
A Laravel package that enforces per-action, per-owner cooldown periods with a fluent API, an Eloquent trait, route middleware, atomic locking, and cache or database storage.
Duo CLI is now generally available with GitLab 19.2 – stay in the shell for code, pipelines, and multi-step work.
Use AI-driven security reasoning to detect authorization gaps, business-logic errors, and race conditions while code is still under review.
GitLab Duo Agent Platform's Custom Flows are now generally available.
New study shows GitLab's agentic infrastructure accelerates time to value with increased productivity, faster security remediation, and efficient developer onboarding.
Short example on JSON serialisation aimed to combat excessive use of JObjects
I’m at RubyConf this week, and it’s great! I recently read that lobste.rs is now running on SQLite. One part from the post caught my attention: I wish we could say in a test, “Fail if you encounter any full table scans”. Which would have caught the perf issues we experienced during the first depl...
We all know the drill. You type https:// into the browser, a padlock shows up, and everyone collectively agrees not to think about what just happened. That works fine right up until the moment some application on your server starts throwing certificate verify failed while curl against the same en...
Date: 2025-07-15 Git: https://gitlab.com/mort96/blog/blob/published/content/00000-home/00017-sqlite-editions.md
For over fifteen years, x86 CPUs have shipped with a dedicated hardware instruction for carryless multiplication. It’s a small but stubborn primitive that sits underneath authenticated encryption…
* External agents break at scale: When AI agents run in a separate stack, enterprises face compounding penalties: fragmented governance, rising egress costs, sluggish multi-hop latency, and observability gaps that make production deployment risky. * Governance cannot be retrofitted: Post-hoc con...
Learn how AlloyDB integrates multilingual world knowledge of Gemini models natively in your database tier with AlloyDB AI Functions.
Stripe introduces a benchmark suite to evaluate whether AI agents can build real-world Stripe integrations across backend, frontend, and browser-based checkout workflows. The study examines end-to-end
How we pulled off a large-scale Kafka migration project by learning from past mistakes, prioritizing rollback safety, and building shared knowledge.
Obelisk, Temporal and Restate all let a function keep making progress after its process disappears. The largest architectural difference is that Obelisk is a wo…
Gwen Shapira discusses how to power enterprise AI features using Postgres, explaining advanced relational SQL context retrieval, pgvector semantic tuning, and transitioning to agentic workflows.
Posted by Carlton Gibson on July 15, 2026
How does the database decide on the order, when it is not specified? What about performance? Can returned pages overlap? Meaning: might item from page 1 suddenly appear on page 2, even if the underlying data stays the same?
Four compromised AsyncAPI npm packages load a multi-stage botnet from IPFS after attackers abuse GitHub Actions, despite valid provenance attestations
We've released @clickhouse/rowbinary a Node.js reader and writer for ClickHouse's RowBinary formats. You can import it and call its generic parser like any other library. But it also ships as an Agent Skill: point a coding agent at the bundled `SKILL.md`
How one startup adopted microservices too early and what reversing that decision taught them about building architecture.
SonicWall says attackers are exploiting two SMA 1000 zero-days, including a code injection flaw that could enable administrator command execution.
.NET 11 Preview 6 is out now, and it’s a meaningful release across the stack. The headline for mobile developers is that CoreCLR has fully replaced Mono as the runtime for .NET MAUI apps. Beyond that, there are runtime performance improvements, new APIs, and updates to ASP.NET Core, EF Core, Blazor, and F#.
Security notifications affecting the Tailscale client and service Read our incident disclosure and notification policy. If you’re directly affected by a security issue in Tailscale, and we have your contact information, we will contact you.
Laravel Legacy Bridge reads a legacy PHP session cookie, decodes the payload, and logs the matching user into Laravel, so users mid-migration don't hit a second login prompt.
Laravel 13.20.0 introduces an Image facade for resizing, converting, and storing images, along with a WithoutMiddleware controller attribute, a separate Redis session prefix, and quiet bulk increment methods on Eloquent.
How to make 768 distinct Postgres servers look like 1 to your applications.
Learn how FreeBSD 15 introduces native inotify support, solving longstanding EVFILT_VNODE race conditions, improving file monitoring performance, and enhancing Linux compatibility.
Community site Lobsters has been planning a migration away from MariaDB since August 2018 - originally targeting PostgreSQL, but last year they decided to investigate SQLite instead. This weekend they …
A recap of the latest servicing updates for .NET and .NET Framework for July 2026.
CoreCLR is now the only runtime for .NET MAUI mobile apps in .NET 11 Preview 6. Here is where we are, and why we need you to test today.
SAP patches three critical flaws, including a 9.9 NetWeaver ABAP memory bug and default OAuth credentials that may expose Commerce Cloud data.
Find out about the new features in .NET 11 Preview 6 across runtime, SDK, libraries, ASP.NET Core, .NET MAUI, C#, Entity Framework Core, F#, and container images.
Spotify's goal for AI is bold, but simple: make it as intuitive and indispensable to daily work as email or Google Docs. And not just for engineers, but for every Spotifier across every function.
Two RabbitMQ flaws can expose OAuth secrets or queue metadata, with one potentially enabling full broker takeover in affected configurations.
- Automated Database Migration & Modernization: Partners with specialized accelerators that automate the risk assessment, schema conversion, and code migration from legacy systems like Oracle, Informatica, and SQL Server, using Lakebase database branching to safely rehearse cut-overs. - Statef...
High-Bandwidth Flash offers efficient storage for model weights
The Linkerd community has announced the release of Linkerd 2.20, introducing a series of performance, observability, and traffic management enhancements that further strengthen the CNCF-graduated serv
Drawing from the enduring adaptability of HTML and HTTP, Seph Gentle proposes embedding self-contained schemas directly into file headers, ensuring data remains readable without external definitions.
A worked out example of different job queueing semantics and how they affect workloads.
The OpenTelemetry Spring Boot starter gained declarative-configuration support starting in version 2.26.0 — the same YAML schema the Java agent introduced in late 2025, now embedded inside application.yaml. This post traces what one env var, OTEL_SERVICE_NAME=petclinic, does in that new world, an...
A Laravel package that tracks and enforces cumulative usage limits across calendar periods, with a fluent API, an Eloquent trait, route middleware, and cache or database storage.
Level up your Java code and explore what Spring can do for you.
Following the Node.js 20 end of life on April 30, 2026, we are deprecating Node.js 20 for Builds and Functions on October 1, 2026.
Netflix built the three-stage distributed pipeline behind its real-time service map, tackling backpressure, hot nodes, and Kafka scaling challenges
What began as a rivalry over data workflows is becoming a bet on how AI agents should be run, governed and measured.
TL; DR At Meta’s scale, a few milliseconds of latency degradation can have a significant negative impact on ads performance. When a Linux kernel upgrade risked regressing latency across Meta…
From a rushed ShareFile shutdown to poisoned npm packages and AI assistants tricked into installing malware, here's every threat you need to know this
A Treasury-backed report targets putting repo, gilts and funds onchain within two years, and warms to permissionless networks that firms like Ripple have been building on.
How designing the data structure first (flat arrays of indices instead of a pointer tree) makes a parser fast and collapses memory layout, allocation, and serialization into one decision.
This week's Java roundup for July 6th, 2026, features news highlighting: the GA release of TornadoVM 5.0; point releases of JHipster, Keycloak and Google ADK; maintenance releases of GraalVM Native Bu
A likely AI-generated PowerShell script mapped Active Directory after an attacker gained RDP access to a Windows Server with compromised credentials.
The last couple of months have been busy ones for ReSharper across VS Code and compatible editors. Between the 2026.1 and 2026.2 releases, we've been steadily sharpening the everyday .NET experience –
For over a year, the most consistent question from our users and community has been clear: When will the ReSharper extension support debugging? We heard you. And with the 2026.2 release, the f
A diskless, API-only AppView for Tangled
Running LLMs on CPU in 2026: Real Benchmarks from a 4-Core Xeon Server A $40/mo VPS with...
Four CRITICAL alerts piled up in a single day. A 504, a Prisma P2028, an admin 500, and 'DATABASE service down.' I opened the RDS metrics first: 21 st
You built it clean. Logical tables, sensible relationships, and a data model that made perfect sense...
Hello Dev Community! 👋 It is officially Day 145 of my software engineering marathon! Today, I locked...
Episode 3 covered detection — how a system finds out something broke. Episode 4 is the next link:...
Every product team ships an API before it ships a UI now. Mobile apps, partner integrations, internal...
You built an app in Lovable, Bolt, v0, or Cursor. It worked perfectly in the preview. You deployed...
I took on this project not knowing much about AI orchestration or harness engineering. A few months...
Uvora is a free macOS menu bar app that indexes your Laravel projects locally and opens any of them from a single keyboard shortcut.
The State Mutation Trap When building enterprise, fintech, or healthcare SaaS platforms at Smart...
This is a submission for Weekend Challenge: Passion Edition What I Built Beanstick is the...
When a search tool returns nothing, your agent faces a decision: is the query wrong, the index stale, or the backend down? The answer determines what happens next — and most tool-use frameworks don't give the agent the vocabulary to express it. A practical framework for failure labels, scope stal...
Model projection, filtering, updates, object-store requests, and recovery before selecting a fashionable analytics file format.
🇺🇸 English 🚀 Upcoming in ServeSense v26.7.18 We're excited to announce that...
About 10 years ago I fell in love with Vue.js. The easy-to-learn syntax and reactivity were a joy to...
For a decade, the file format layer was the most settled real estate in data. Apache Parquet held the...
The demo is easy. Connect a model to a database. Ask a natural-language question. Get an...
The table format war is over, and the table formats are not. Both halves of that sentence are true,...
I Tested Direct Provider APIs vs Aggregators — Here's the Truth Six months ago I was staring at a...
Introdução Validar dados é uma responsabilidade que pode ficar na aplicação, no banco de...
Introdução Consultas individuais respondem perguntas como "qual o email do cliente 42?"....
An event bus needs every producer to emit — including third-party tools you can't modify — so it goes silently blind the moment one doesn't. Here's why I chose a polling design instead for a small, high-churn agent fleet, and when push is still the right call.
Stream Excel exports in ASP.NET Core using IAsyncEnumerable to avoid memory issues. Process large datasets efficiently without loading them entirely into memory.
Build a high-performance, low-allocation Excel writer in .NET using streaming, IBufferWriter<byte>, and OOXML internals. Achieve 8-10x speed and 30-100x less memory.
Level up your Java code and explore what Spring can do for you.
How PlanetScale Database Traffic Control contained a runaway Postgres query after the planner abandoned an index.
Introdução DDL é o conjunto de comandos responsável por definir e modificar a...
Why We Built DRM: Stopping Production Incidents Caused by Manual Database Deployments By...
Introdução Keywords são as palavras reservadas da linguagem, termos com significado...
Sigrow sensors ship data over a private LoRa network to the Sigrow cloud platform. The platform...
Cargar 112.647 filas en una tabla de hechos debería tardar segundos. A mí me tardaba más de 25...
Kiponos Java SDK 5.0 What’s New — Developer Guide This is the technical companion to the...
Imagine an account holding one hundred dollars. Two withdrawal requests for sixty dollars each arrive...
WP-Cron is the most misunderstood component in WordPress, and the misunderstanding is baked into its...
Most Kafka explainers stop at "it's a distributed commit log" and "it's fast because sequential disk...
A supply chain attack hit the popular `jscrambler` npm package, with malicious versions published to the registry using a compromised maintainer credential. These versions contained a Rust-based infostealer designed to steal developer credentials from cloud services (AWS, Azure, GCP), cryptocurre...
If you are building cryptocurrency trading algorithms, liquidation dashboards, or funding rate...
Learn how asynchronous processing hides system latency and improves responsiveness using an event loop to handle tasks concurrently.
Systems research prizes efficiency and performance. For the last decade, I’ve worked on ultra-low-latency systems: the goal of Demikernel and its related nanosecond-scale systems (e.g., Cornflakes, Capybara) is to do more with fewer cycles. AI coding has brought the same level of efficiency to bu...
Every application starts small. One server, one database, one backend. Everything runs beautifully....
Grab your favorite hot sauce, because the tech world is serving up some seriously fiery hot takes on...
If you've built anything with retrieval-augmented generation (RAG), you know the unglamorous truth:...
As we kick off Month 1 of our AI Software Development Capstone, I am thrilled to officially introduce...
Hi everyone! this is my first post here on dev. About 4 days ago I realized I'm stuck as a mid-level...
이전 글에서는 같은 `source_hash`가 다시 들어왔을 때 기존 successful run을 재사용하는 idempotency를 다뤘다. 하지만 재처리에는 두 종류가 있다.
현실의 데이터 소스는 한 가지 모양으로 오지 않는다. 같은 의미의 값도 어떤 파일에서는 `생산수량`, 다른 파일에서는 `units`, 또 다른 파일에서는 `made`로 올 수 있다. 온도도 어떤 곳은 섭씨, 어떤 곳은 화씨일 수 있다. 이걸 매번 pipeline code에 `if source == ...`로 박기 시작하면
데이터 파이프라인에서 source schema가 바뀌는 순간은 애매하다. 무조건 무시하면 운영자는 입력 구조가 바뀐 사실을 모른다. 반대로 모든 schema 변화를 실패로 처리하면, 정상적인 컬럼 추가까지 daily run을 막아버린다. `manufacturing-data-platform-mini`에서는 이 문제를 작게
작은 데이터 파이프라인도 한 번만 실행된다고 가정하면 금방 거짓말이 된다. 실제로는 같은 파일을 다시 실행할 수 있다. 실패한 run을 재시도할 수도 있고, 과거 날짜를 backfill할 수도 있고, 운영자가 실수로 같은 입력을 다시 넣을 수도 있다. 이때 결과가 중복되면 gold metric은 더 이상 믿을 수 없다.
Stop Guessing: How I Pick AI API Architecture at Every Scale I've been on both sides of this. Two...
Use per-operation sequence numbers, idempotent consumers, snapshots, and gap recovery so reconnecting clients converge on one task state.
Replace object spreading with an explicit mutation contract, field-level authorization, and tests that prove sensitive API fields stay unchanged.
TL;DR what: CVE-2026-20896, a critical authentication bypass in the default...
If you use AsSplitQuery anywhere in your codebase, EF Core 11 has a present for you: your queries get faster.
The Problem with Click-Ops Dashboards Your team has 200 dashboards. You don't know who...
Build production-ready WebSocket systems with connection pooling, heartbeat patterns, and reconnection strategies using TypeScript.
Most databases store data. SapixDB remembers it. There's a difference — and once you see it, you...
If you have built production Node.js applications using NestJS, you have likely encountered this...
For 4 years, I lived in the world of IT Operations. My days were spent handling incident response,...
Intro An MCP server can look like another API layer: expose existing REST endpoints as...
If you come to MuleSoft from Spring Boot, the first thing that trips you up isn't DataWeave or connectors — it's that every piece of data moving through your integration is a single object called the Mule event, and every unit of logic is a flow. Get
The Slack Events API pushes workspace activity to your endpoint, but it gives you a 3-second window to acknowledge and retries up to three times when you miss it. Here is how we wire up subscriptions, pass URL verification, and write handlers that su
Bot tokens and user tokens are two different permission models, and picking the wrong one is the most common reason a Slack app fails a Marketplace review. Here is how to choose the right slack bot token scopes, when a user token is actually required
Page Designer ships with a handful of stock components, and the moment a merchant wants something off that list you are writing your own. A custom component is a JSON metadata file plus an ISML render template, registered in a cartridge on the site c
"It works on my laptop" and "it's in production" are two completely different worlds. This is the checklist that bridges them, env config, a process m
Episode 2 gave you the seven categories of failure. Episode 3 answers the first real lifecycle...
How Simple Data Objects makes from()/toArray() run with zero reflection in production — compiled per-class closures, an opcache-served metadata cache, and PHP 8.4 lazy ghosts.
Автор: Владислав Штер, соло-фаундер экосистемы SovereignПоследнее обновление: Июль 2026 года Поиск...
Field-service software has an adoption problem: drivers won't use it. Heavy app, another login,...
Chaining order, recover, context timeouts, the ResponseWriter wrapping that breaks streaming, request IDs: the Go HTTP middleware that holds up in production, with real code and traps.
Most APIs are "agent-compatible": an agent can call them. Far fewer are agent-native: an agent can...
I build integrations for a living: ecommerce to ERP, CRM to invoicing, and lately ERPs to AI agents....
Throughput gains become architecture evidence only after the workload, bottleneck, queueing behavior, and failure tradeoffs are declared.
A distributed inference mesh needs explicit admission, routing, observability, degradation, and rollback contracts before spare hardware becomes capacity.
PHP attributes are useful for keeping metadata close to the code, but they do not automatically create documentation people can trust. This post looks at where they help, where they drift, and why editorial docs still matter.
How one extra JSON field can hand attackers admin privileges — and three concrete layers that stop it cold.
Losing PostgreSQL Gains? Blame Inline JSONB!! PostgreSQL's jsonb is a favorite among developers...
when building web APIs, choosing the correct HTTP method is an important part of API design. For many...
Kaia is one of the largest chains most Western developers have barely touched — and that's a...
The industry is currently obsessed with letting Large Language Models (LLMs) output entire...
A practical Node.js logger pattern that masks PII at the logging boundary before data reaches container logs, SIEMs, or data lakes.
Today I completed one of the core backend features of my AI Prompt Optimizer: the credit management...
SQL is often treated as an implementation detail something to hide behind an ORM or repository layer....
NepalPay v1.2.0 adds Micrometer metrics, Actuator health indicators, and reactive WebFlux support. Here's what I built, what broke, and what CodeRabbit caught before it shipped.
Most teams can get an AI agent to call tools. The hard part starts when the tool can move money,...
Auth0’s direction is clear: new extensibility work should be built with Actions, not Rules. Auth0’s...
This is the first article in a series where I document building an HTTP server in Java from raw...
Introduction I'm the author of TrulyFreeOCR, an open-source OCR pipeline that turns...
Here is one of the strangest and most consequential plot twists in the history of data...
Check this out: migrating Off OpenAI: A Backend Engineer's Notes From Production I still remember...
There is a survey statistic making the rounds this year that I cannot stop quoting: 84 percent of...
Explore advanced PgBouncer configurations and strategies to achieve a 4x throughput increase for PostgreSQL workloads, focusing on connection pooling and system-level optimizations.
**#Stop Rewriting Utility Functions in Every Project with dematrix Every developer has done it. You...
An end-to-end engineering practice for the MiMo-V2.5 series inference system, covering KVCache management, tiered caching, SWA-aware prefix cache trees, scheduling, Prefill/Decode pipelines, and multimodal optimizations.
