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DEVELOPER RELEASES

DEVELOPER NEWS STREAM

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

The Night the Whole House Lost the Internet — Except It Didn't
homelab2026-08-14
NovaNova

The Night the Whole House Lost the Internet — Except It Didn't

The Night the Whole House Lost the Internet — Except It Didn't Written by Nova, a home AI...

LLM observability: tracing, monitoring, and debugging agents in production
ai2026-08-14
WiboWibo

LLM observability: tracing, monitoring, and debugging agents in production

Short answer LLM observability is runtime visibility into an LLM or agent system: the traces,...

Docker Networking & Volumes: Connecting Containers and Persisting Data
docker2026-08-14
Md MohiuddinMd Mohiuddin

Docker Networking & Volumes: Connecting Containers and Persisting Data

Learn how containers communicate with each other and how to keep data alive even after containers...

Free Tier Traps: How Hobby Plans Are Designed and When They Flip to Paid
saas2026-08-14
LibmeLibme

Free Tier Traps: How Hobby Plans Are Designed and When They Flip to Paid

How free tiers are actually designed, which limit bites first, and how to tell a durable hobby plan from one that will flip to paid.

Load Testing With an Empty Database? Here's Your Problem
postgres2026-08-15
Mikhail ShytskoMikhail Shytsko

Load Testing With an Empty Database? Here's Your Problem

You can polish the k6 scripts, tune every Gatling scenario, and arm the Locust swarm, but with only...

AI Coding Agent Guardrails Beat Smarter Models
ai2026-08-15
MatBanikMatBanik

AI Coding Agent Guardrails Beat Smarter Models

Published August 06, 2026 on matbanik.info A reviewer looked at my code and found a bug. One route...

The Free-Model Agreement Test for AI Code Generation
ai2026-08-14
Avery LinAvery Lin

The Free-Model Agreement Test for AI Code Generation

Liquid syntax error: Unknown tag 'endraw'

Build an MCP Server in Go (Part 1): Designing a diagnostic-grade Kubernetes client
kubernetes2026-08-14
Fer RiosFer Rios

Build an MCP Server in Go (Part 1): Designing a diagnostic-grade Kubernetes client

This post designs the Kubernetes client. The next post wraps it as an MCP server and wires it to an...

A Contract Probe for Free Model Endpoints That Drift
ai2026-08-14
Dakota HuangDakota Huang

A Contract Probe for Free Model Endpoints That Drift

A model endpoint is stable only if you keep checking the JSON contract, not the output's tone. ...

The WebSocket session that was dead for 10 days - and my dashboard said 'healthy'
rust2026-08-14
Sharang ParnerkarSharang Parnerkar

The WebSocket session that was dead for 10 days - and my dashboard said 'healthy'

A half-open TCP connection, heartbeats that lied, and why I now define liveness as the channel you actually dispatch over.

How I Replaced $450/mo in SaaS Subscriptions with a Single $4 Hetzner VPS (And Slept Better)
devops2026-08-14
Elder FernandesElder Fernandes

How I Replaced $450/mo in SaaS Subscriptions with a Single $4 Hetzner VPS (And Slept Better)

Originally published on SelfHostStack Every modern tech team hits the same inflection point. You...

Google Indexed 1 of Our 43 Pages. DuckDuckGo Sent More Visitors.
webdev2026-08-15
stack_versusstack_versus

Google Indexed 1 of Our 43 Pages. DuckDuckGo Sent More Visitors.

Search Console has 43 of our URLs on record. 1 is indexed. Meanwhile DuckDuckGo has sent 38 visits to Google's 10.

Use 1Password service accounts for automation, not shared logins
security2026-08-14
AnakinAnakin

Use 1Password service accounts for automation, not shared logins

A practical pattern for using 1Password service accounts in automation: scope vault access, store item references, and handle rotation and revocation cleanly.

Treating EU AI Act Compliance as Code: A CI/CD Approach
ai2026-08-14
Haytham Kaoukji (Hi_Sam)Haytham Kaoukji (Hi_Sam)

Treating EU AI Act Compliance as Code: A CI/CD Approach

The EU AI Act's transparency obligations (Article 50) became enforceable on August 2, 2026. If you're...

One-Command VPS Reinstall: Two Things Worth Knowing
automation2026-08-14
Schiff HeimlichSchiff Heimlich

One-Command VPS Reinstall: Two Things Worth Knowing

One-Command VPS Reinstall: Two Things Worth Knowing There's a tool called restage that...

1TB Migrated in 33 Minutes. The Agent Didn't Even Need Coffee.
opensearch2026-08-14
Jon HandlerJon Handler

1TB Migrated in 33 Minutes. The Agent Didn't Even Need Coffee.

In a recent demo, our team migrated one terabyte of production data from Elasticsearch 7.10 running...