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DEVELOPER NEWS STREAM

Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.

Your AI Agent Needs a Run Lease, Not Just a Timeout
agents2026-08-14
ZiraZira

Your AI Agent Needs a Run Lease, Not Just a Timeout

An agent worker can be alive, connected, and still be the wrong process to execute a run. That...

Why most Terraform cost estimators guess at Auto Scaling Groups (and why that's a problem)
devops2026-08-13
cloudcosttreecloudcosttree

Why most Terraform cost estimators guess at Auto Scaling Groups (and why that's a problem)

If your Auto Scaling Group uses mixed_instances_policy, no cost tool reading your Terraform can tell...

Build an MCP Server in Go (Part 2): Building the MCP tool layer
go2026-08-14
Fer RiosFer Rios

Build an MCP Server in Go (Part 2): Building the MCP tool layer

Part 1 designs the KubeClient interface this post builds on. If you haven't read it, the short...

Daily Dose of DevOps — Terraform remote state explained
devops2026-08-14
MarcoMarco

Daily Dose of DevOps — Terraform remote state explained

Terraform Remote State Explained Terraform remote state management is a crucial aspect of...

Stop doing 40 manual deployments 🛠️
devops2026-08-14
Flora BrandãoFlora Brandão

Stop doing 40 manual deployments 🛠️

We have all been there. A critical security release drops on a Friday afternoon and suddenly you are...

Your data pipeline isn't idempotent until you prove it breaks and recovers
devops2026-08-14
Aniket Abhishek SoniAniket Abhishek Soni

Your data pipeline isn't idempotent until you prove it breaks and recovers

The "Exactly Once" myth is the most expensive fairy tale in data engineering. We tell ourselves that...

Open-Source Multi-Agent Orchestration: Lessons from AgentForge
opensource2026-08-14
Albert zhangAlbert zhang

Open-Source Multi-Agent Orchestration: Lessons from AgentForge

We built AgentForge to solve our own problem. Here's what 6 months of production multi-agent...

OpenSandbox, Alibaba เปิด Open-Source Sandbox สำหรับ AI Agents, #1 GitHub Trending, 12.7K Stars, Apache 2.0, SDKs 5 ภาษา
ai2026-08-14
NokkaNokka

OpenSandbox, Alibaba เปิด Open-Source Sandbox สำหรับ AI Agents, #1 GitHub Trending, 12.7K Stars, Apache 2.0, SDKs 5 ภาษา

OpenSandbox, Alibaba เปิด Open-Source Sandbox สำหรับ AI Agents, #1 GitHub Trending, 12.7K...

DeepSeek V4 Pro vs Coding Models: Frontend Test
ai2026-08-14
Tidiane StanoTidiane Stano

DeepSeek V4 Pro vs Coding Models: Frontend Test

Recently, DeepSeek officially released V4 Pro, drawing widespread attention from developers focused...

The monitoring bug that turned out not to be a bug
buildinpublic2026-08-13
Chris HealeyChris Healey

The monitoring bug that turned out not to be a bug

I spent the last couple of days debugging what looked like a fairly nasty problem in PulseWatch, the...

KEDA 3.0 Scale-to-Zero: How We Cut Intermittent Kubernetes Workload Costs to Almost Nothing
kubernetes2026-08-13
Muskan BandtaMuskan Bandta

KEDA 3.0 Scale-to-Zero: How We Cut Intermittent Kubernetes Workload Costs to Almost Nothing

KEDA 3.0 just landed, and the headline feature is the one I care about most as someone who watches a...

Copilot Autofix Introduced a Critical CI/CD Bug at Snowflake. Here's How to Harden GitHub Actions
ai2026-08-17
jamilxtjamilxt

Copilot Autofix Introduced a Critical CI/CD Bug at Snowflake. Here's How to Harden GitHub Actions

On June 23, an autonomous AI security tool walked into Snowflake's internal Jira. It did not...

Remote Diagnostics for Low-Power IoT Devices: Stop Treating Them Like Servers
iot2026-08-13
ZedIoTZedIoT

Remote Diagnostics for Low-Power IoT Devices: Stop Treating Them Like Servers

The hardest failures in low-power IoT are often not total silence. They show up as partial signals:...

Extracting a Service From a Monolith Without a Code Freeze
python2026-08-17
Shipmind LabsShipmind Labs

Extracting a Service From a Monolith Without a Code Freeze

Every monolith extraction reaches the same question: how do you know the new service returns the same...

5 Terraform Infrastructure Risks That Can Survive `terraform plan`
devops2026-08-13
Guilherme MarochioGuilherme Marochio

5 Terraform Infrastructure Risks That Can Survive `terraform plan`

Terraform makes infrastructure reproducible. But a successful terraform plan does not necessarily...

Why C-Suite Leaders Struggle With AI Consumption Pricing
ai2026-08-14
NTCTechNTCTech

Why C-Suite Leaders Struggle With AI Consumption Pricing

AI consumption pricing broke the model executives used to govern infrastructure spend. One-third of...