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Dagger CI Pipelines: Write Your CI in Go or Python Instead of YAML

Dagger CI Pipelines: Write Your CI in Go or Python Instead of YAML

Dagger lets you write CI/CD pipelines in Go, Python, or TypeScript instead of YAML. Your pipelines run inside containers, execute identically on your laptop and in CI, and get type-checked by your compiler or linter before they ever touch a remote runner. If you’ve spent hours pushing commits just to debug a GitHub Actions workflow, Dagger is the fix.

The core idea: pipeline steps are function calls in a real programming language. Each function call builds a directed acyclic graph (DAG) of container operations. The Dagger Engine (built on BuildKit ) executes this graph with automatic parallelization and layer caching. You run dagger call ci --source . locally, get the same result in GitHub Actions, GitLab CI, or CircleCI, and never write vendor-specific YAML again.

Is Claude Max Worth $200/Month? A Developer's Real Cost Analysis

Is Claude Max Worth $200/Month? A Developer's Real Cost Analysis

I’ve run every Claude tier through my own workflow for months, and Claude Max 20x at $200/month is the best AI coding deal I’ve found for heavy users. It cuts the per-message cost in half versus Pro and gives me about 900 Opus 4.7 messages per 5-hour window on a 1M token context. I tracked one power user who burned 10 billion tokens in eight months for around $800 on Max; the same usage at API rates would top $15,000. Yet Anthropic’s own data shows the average Claude Code user runs about $6/day in API-equivalent spend, with 90% under $12/day. So I think Max 5x at $100/month is the sweet spot for most devs. Max 20x only pays off if you push past 225 messages per 5-hour window on a regular basis.

OpenWrt 25.12: 2,200 Routers, 5-Minute Flash, Enterprise Features

OpenWrt 25.12: 2,200 Routers, 5-Minute Flash, Enterprise Features

Can your consumer router do WireGuard VPN at 800 Mbps, isolate IoT devices into separate VLANs, and kill bufferbloat with a single queue management setting? Stock firmware almost certainly cannot. OpenWrt can.

OpenWrt is a full Linux distribution that replaces the limited manufacturer firmware on compatible routers. The router ends up behaving more like a managed switch and enterprise firewall than the box your ISP sent you. The current stable release is OpenWrt 25.12.2 (March 2026), which introduced the apk package manager (replacing opkg) and now supports over 2,200 devices. Flashing typically takes five minutes and is reversible if you keep a backup.

SSH Config: Ed25519 Keys, FIDO2, Domain Separation

SSH Config: Ed25519 Keys, FIDO2, Domain Separation

Every SSH connection needs the right host, port, user, and sometimes a specific key, and there is no good place to write all that down outside of ~/.ssh/config. That file stays the most underused tool in any developer’s home directory. Without it you retype ssh deploy@10.0.4.17 -p 2222 -J bastion.example.com every session, forget which IP belongs to which server two weeks later, and end up with a shell history full of nearly identical commands.

Build a Zigbee End Device With ESPHome and the Nordic nRF52

Build a Zigbee End Device With ESPHome and the Nordic nRF52

As of ESPHome 2026.1.0, you can flash a Nordic nRF52840 board from a plain ESPHome YAML file and have it join Zigbee2MQTT or Home Assistant ZHA as a native Zigbee end device, with no custom C firmware, no Nordic Connect SDK project, and no coordinator reflashing involved. Pick a Seeed XIAO nRF52840, a Nordic nRF52840-DK, or an Adafruit Feather nRF52840 Sense, drop an nrf52: block and a zigbee: component into your config, add a binary sensor, sensor, or switch, and run esphome run sensor.yaml. The device pairs like any other battery-powered Zigbee sensor, sleeps between reports, and receives firmware updates over Zigbee itself through the new OTA path. ESPHome 2026.2 adds time sync and a number entity type on top, so end devices can timestamp their own readings and expose adjustable thresholds.

Split-Pane Markdown Editor in 100 Lines JS

Split-Pane Markdown Editor in 100 Lines JS

You can build a fully working Markdown editor with synchronized live preview using a <textarea> for input, the marked library for parsing, and a debounced input event listener that re-renders on every keystroke. The whole thing fits in under 100 lines of vanilla JavaScript and CSS, with no build tools , no framework, and no npm install. One index.html file, one CDN script tag, double-click to open in a browser, and you are writing Markdown with a rendered preview next to your cursor.

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Gemma 4 vs Qwen 3.5 vs Llama 4: Which Open Model Should You Actually Use? (2026)

Gemma 4 vs Qwen 3.5 vs Llama 4: Which Open Model Should You Actually Use? (2026)

Gemma 4, Qwen 3.5, and Llama 4 compared on benchmarks, licensing, speed, and hardware so you can pick the right open model fast.

5 Open Source Repos That Make Claude Code Unstoppable

5 Open Source Repos That Make Claude Code Unstoppable

Five March 2026 repos extend Claude Code with autonomous ML, self-healing skills, GUI automation, multi-agent coordination, and Google Workspace access.

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DeepSeek V4 Tech Report: 3 Tricks That Cut Compute 73%

DeepSeek V4 ships 1.6T parameters and 1M context using only 27% of V3.2's inference FLOPs. Inside the hybrid attention, mHC residuals, and Muon optimizer.

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GPT 5.5 Reddit Reception: Goblins and the Cost Backlash

GPT-5.5 Reddit reception: viral goblin prompt leak, doubled pricing backlash, and 5.4 holdouts citing hallucination regressions in factual recall workflows.

What X and Reddit Users Are Saying about Claude Opus 4.7

What X and Reddit Users Are Saying about Claude Opus 4.7

How power users on X and Reddit reacted to Claude Opus 4.7: praise for agentic coding, token burn concerns, and teams' practical prompting habits.

Qwen3.6-35B-A3B: Alibaba's Open-Weight Coding MoE

Qwen3.6-35B-A3B: Alibaba's Open-Weight Coding MoE

Alibaba's sparse Mixture-of-Experts: 35B total parameters, 3B active per token. Q4 quantization runs on MacBook Pro M5, matches Claude Sonnet performance.

Alacritty vs. Kitty: Best High-Performance Linux Terminal

Alacritty vs. Kitty: Best High-Performance Linux Terminal

Compare Alacritty and Kitty terminal emulators: performance benchmarks, latency, memory use, startup time, and which fits your Linux workflow best.

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