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Articles 176,076Blog Posts 163,954Tech Tutorials 46,939Research Papers 34,385News 22,183
⚡ AI Lessons
Dev.to · jamilxt
1w ago
Agent Memory Is Just Files: Building a Memoryfield Your AI Agent Can Actually Use
Every agent I run has the same flaw, and it took me embarrassingly long to name it. It forgets. Not...
Dev.to · jamilxt
1w ago
Stop Installing MongoDB for This: SQLite Is Already a Document Database
Last month I needed somewhere to dump webhook payloads from my AI agent infrastructure. Events arrive...
Dev.to · jamilxt
2w ago
ChatGPT Work vs Chat: What OpenAI's New Agent Mode Actually Adds, and Whether It Is Safe
OpenAI announced ChatGPT Work on July 9, 2026, and has been iterating on it furiously ever since. It...
Dev.to · jamilxt
2w ago
Autoregressive vs Diffusion LLMs: How the Next Generation of Language Models Actually Writes Text
If you have watched an AI write, you know the ritual. Tokens appear left to right, one after another,...
Dev.to · jamilxt
2w ago
LatticeDB vs SQLite: I Ran the Graph Traversal Benchmarks. The Gap Is Real but the Fine Print Matters
Last week I needed to give my AI agent a memory that connects facts instead of just listing them. Not...
Dev.to · jamilxt
2w ago
htmx 4.0 Just Shipped: What Changed, What Breaks, and How to Migrate This Weekend
On Friday the htmx team shipped a brand new major version, and then did something almost no library...
Dev.to · jamilxt
2w ago
GPT-5.6 Sol Fast Mode vs Standard: When Double the Price Actually Buys You Speed
Last month I sat watching one of my own agent pipelines grind through a step that a human was...
Dev.to · jamilxt
2w ago
21 Bytes Can Crash FFmpeg: Inside the Vibecoded Fuzzer That Found What Years of Audits Missed
Twenty-one bytes. That is the entire attack. A file smaller than a URL, with four zero bytes sitting...
Dev.to · jamilxt
2w ago
The OpenAI Python SDK Just Dropped HTTPX for HTTPX2. Run This Checklist Before Your Next Deploy
Last week I bumped the openai package version in one of my agent projects, ran the test suite,...
Dev.to · jamilxt
2w ago
GLM-5.3-Flash: Z.ai Reveals Ox Alpha Was Its Open Multimodal Model
For the past week, developers have been puzzling over a model called Ox Alpha. It appeared on...
Dev.to · jamilxt
2w ago
Mac Studio M5 Ultra vs NVIDIA DGX Spark: The $5,500 Local AI Bet
Two weeks ago I priced out what it would take to run a 200B-parameter model in my apartment in Dhaka...
Dev.to · jamilxt
2w ago
AI Agents Are Flooding Public Services - Build Your Spring Boot Defenses Before They Reach Your API
Imagine your service runs a public submission endpoint. A contact form, a claims intake API, a...
Dev.to · jamilxt
2w ago
Junie Local: JetBrains' Free On-Device AI Coding Agent Runs Qwen3.6-27B Entirely on Your Mac
JetBrains has shipped Junie Local, a version of its AI coding agent that runs entirely on your...
Dev.to · jamilxt
3w ago
MS Paint Stamps a Tracking ID Into Your Local AI Images
You bought a Copilot+ PC partly because the AI runs on your hardware. No cloud bills, no rate limits,...
Dev.to · jamilxt
3w ago
NVIDIA Turned a 30% Model Into a 100% Agent. Here's How to Build the Same Harness in Java
Last Friday, NVIDIA's research team published a result that should change how every backend team...
Dev.to · jamilxt
3w ago
AI Agents Can Now Optimize Your Slow Java Code: A Spring Boot Workflow That Used to Need a Specialist
Last week a tweet went viral claiming that people complaining about LLM-generated bloat would "eat...
Dev.to · jamilxt
3w ago
Spring AI 2.0.1 Fixed 7 CVEs. One of Them Lets a Prompt Call Tools You Never Advertised
I start most mornings the same way: coffee, then the Spring blog RSS feed, then whatever my agents...
Dev.to · jamilxt
3w ago
Anthropic Rewrote Bun in Rust With 64 Claude Agents for $165K. The Real Bill Is Higher
In December 2025, Anthropic bought Bun, the JavaScript runtime with over 22 million monthly...
Dev.to · jamilxt
3w ago
A 9.8 Critical CVE That Never Existed: How to Filter Fake Vulnerabilities Out of Your Java Pipeline
On July 30, 2026, JFrog's security team published something that should worry anyone whose build...
Dev.to · jamilxt
3w ago
Mojo vs Python: What Qualcomm's Open Source Release Actually Changes for Developers
For three years, the biggest complaint about Mojo was not the syntax, the performance claims, or the...
Dev.to · jamilxt
3w ago
Managed Cloud Databases with Aiven: Multi-Cloud Resilience, Infrastructure as Code, and Cost Optimization
Running production databases on cloud infrastructure presents a persistent engineering tradeoff....
Dev.to · jamilxt
3w ago
Spring Boot 4 vs Quarkus 3.27: Which Java Framework Should Run Your Next Service?
You're starting a new Java service in 2026. The requirements look familiar: REST endpoints, a...
Dev.to · jamilxt
📣 Digital Marketing & Growth
⚡ AI Lesson
3w ago
Google Checks Is Shutting Down: What the Privacy Compliance Platform Deprecation Means for Developers
Google has started notifying customers that Checks, its privacy compliance platform for app and AI...
Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
Cerebras CS-4 vs NVIDIA GB300 NVL72: What the 30x Inference Speed Claim Means for Your Agents
Yesterday morning my agent pipeline was crawling. Six model calls chained together, each one waiting...
DeepCamp AI