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Run Qwen3-Coder 100% Locally with Ollama (Hardware Requirements + Step-by-Step)
Developer Tools

Run Qwen3-Coder 100% Locally with Ollama (Hardware Requirements + Step-by-Step)

A practical, engineer-to-engineer guide to self-hosting Qwen3-Coder with Ollama, LM Studio, or llama.cpp — including a hardware/VRAM table, quantization picks, and how to wire it into Qwen Code over an OpenAI-compatible endpoint.

2026-05-25Read →
Qwen Code API Key Setup: Model Studio, OpenRouter & Local — Without the 401 Errors
Developer Tools

Qwen Code API Key Setup: Model Studio, OpenRouter & Local — Without the 401 Errors

A practical auth and troubleshooting guide for Qwen Code: configure Model Studio/DashScope, OpenRouter, or local endpoints in settings.json — and fix the 401 errors caused by region mismatches and the protocol-key-naming gotcha.

2026-05-24Read →
Use Qwen3-Coder for Free with OpenRouter in Cline, Roo Code, and Claude Code
Developer Tools

Use Qwen3-Coder for Free with OpenRouter in Cline, Roo Code, and Claude Code

A practical guide to wiring OpenRouter's free qwen/qwen3-coder:free route into Cline, Roo Code, Claude Code, and any OpenAI-compatible client — including the base-URL gotchas, daily limits, and privacy settings that trip everyone up.

2026-05-23Read →
Antigravity CLI: Install, First Run, and Migrating Your Gemini CLI Config
Developer Tools

Antigravity CLI: Install, First Run, and Migrating Your Gemini CLI Config

A hands-on walkthrough for installing Google's new Go-based Antigravity CLI (agy), signing in, and migrating your GEMINI.md, MCP servers, skills, hooks, and extensions before Gemini CLI stops serving on June 18, 2026.

2026-05-22Read →
Gemini CLI & Antigravity on Corporate Networks: SSL/TLS, Proxies, and Gotchas
IT Operations

Gemini CLI & Antigravity on Corporate Networks: SSL/TLS, Proxies, and Gotchas

A practical guide to running Gemini CLI and Google Antigravity behind corporate TLS-inspecting proxies — NODE_EXTRA_CA_CERTS, proxy env vars, Vertex AI auth, sandbox cert injection, and the WSL/login bugs that bite enterprise users.

2026-05-21Read →
Hash-Anchored Editing Explained: Why Oh My Pi Edits Files Differently
Developer Tools

Hash-Anchored Editing Explained: Why Oh My Pi Edits Files Differently

Oh My Pi replaces line-number and string-replace edits with content-hash anchors that survive line drift and reject stale patches. Here's how hashline editing works and why it cuts tokens while raising edit accuracy.

2026-05-20Read →
Setting Up Model Providers and Role-Based Routing in Oh My Pi
Developer Tools

Setting Up Model Providers and Role-Based Routing in Oh My Pi

A practical guide to configuring providers in models.yml, wiring role-based routing (default, smol, slow, plan, commit), running local models, and surviving 429s with fallback chains in Oh My Pi.

2026-05-19Read →
Fixing Common Oh My Pi Problems (Bun Version, Plugin Compat, Post-Upgrade Tool Confusion)
Developer Tools

Fixing Common Oh My Pi Problems (Bun Version, Plugin Compat, Post-Upgrade Tool Confusion)

A practical troubleshooting guide for Oh My Pi (omp): the Bun >= 1.3.14 requirement, '/$bunfs/root' plugin failures, silent extension load errors, and the mnemosyne-to-mnemopi memory migration — grounded in real GitHub issues.

2026-05-18Read →
OpenAI Codex CLI vs Claude Code (2026): Honest Benchmarks and Real Cost Math
Developer Tools

OpenAI Codex CLI vs Claude Code (2026): Honest Benchmarks and Real Cost Math

A balanced, no-hype comparison of OpenAI Codex CLI and Claude Code in 2026 — current models, pricing and access, sandboxing, real cost-per-task, and a decision matrix for when to reach for each.

2026-05-17Read →
Every Terminal AI Coding CLI in 2026: Claude Code vs Codex vs Antigravity vs Qwen vs Oh My Pi
Developer Tools

Every Terminal AI Coding CLI in 2026: Claude Code vs Codex vs Antigravity vs Qwen vs Oh My Pi

A practical, up-to-date roundup of the major terminal AI coding CLIs in 2026 — models, pricing, open vs closed source, MCP, sandboxing, and standout features — plus the Gemini CLI deprecation you need to plan around.

2026-05-16Read →
Incident Management Tools: The Complete Guide for 2026
Cybersecurity

Incident Management Tools: The Complete Guide for 2026

From on-call scheduling to status pages to postmortems — a comprehensive guide to the tools that power modern incident management, with honest comparisons and pricing.

2026-03-27Read →
Best Atlassian Statuspage Alternatives: Status Page Tools Compared
Cybersecurity

Best Atlassian Statuspage Alternatives: Status Page Tools Compared

Atlassian Statuspage is the default choice for hosted status pages, but pricing adds up fast. We compare the best alternatives for teams of every size.

2026-03-26Read →
Best PagerDuty Alternatives in 2026: Features, Pricing, and Who They're For
Cybersecurity

Best PagerDuty Alternatives in 2026: Features, Pricing, and Who They're For

PagerDuty is the market leader in on-call management, but it's not the only option. We compare the best alternatives — from budget-friendly to enterprise-grade.

2026-03-24Read →
PagerDuty vs Opsgenie: Which On-Call Platform Is Right for Your Team?
Cybersecurity

PagerDuty vs Opsgenie: Which On-Call Platform Is Right for Your Team?

A detailed comparison of PagerDuty and Opsgenie — pricing, features, escalation policies, integrations, and which teams each serves best.

2026-03-21Read →
Blameless Postmortem Template: How to Run Post-Incident Reviews That Actually Improve Things
Cybersecurity

Blameless Postmortem Template: How to Run Post-Incident Reviews That Actually Improve Things

A practical guide to blameless postmortems — including a ready-to-use template, facilitation tips, and how to turn incident data into lasting improvements.

2026-03-19Read →
Incident Communication Plan: Templates and Best Practices for Outage Updates
Cybersecurity

Incident Communication Plan: Templates and Best Practices for Outage Updates

When things go wrong, clear communication matters as much as the fix. Templates and strategies for keeping customers, stakeholders, and your team informed during incidents.

2026-03-17Read →
SLA Monitoring: How to Track, Report, and Actually Meet Your Uptime Commitments
Cybersecurity

SLA Monitoring: How to Track, Report, and Actually Meet Your Uptime Commitments

Promising 99.9% uptime is easy. Proving it is harder. A practical guide to SLA monitoring — what to measure, how to track it, and what to do when you miss.

2026-03-14Read →
Status Page Examples: What Good Looks Like (and How to Build Your Own)
Cybersecurity

Status Page Examples: What Good Looks Like (and How to Build Your Own)

The best status pages build trust even during outages. We break down what makes a great status page, show real examples, and explain how to set one up.

2026-03-12Read →
Incident Severity Levels: How to Classify, Escalate, and Respond
Cybersecurity

Incident Severity Levels: How to Classify, Escalate, and Respond

A practical guide to defining incident severity levels — from SEV-1 to SEV-5 — with escalation policies, response time targets, and real-world examples.

2026-03-10Read →
Zero Trust Access Compared: Cloudflare Access vs AWS Verified Access vs Azure Entra vs Google BeyondCorp
Cloud

Zero Trust Access Compared: Cloudflare Access vs AWS Verified Access vs Azure Entra vs Google BeyondCorp

A deep technical comparison of Zero Trust Network Access platforms — Cloudflare Access, AWS Verified Access, Azure Entra Private Access, and Google BeyondCorp Enterprise — covering architecture, identity integration, device posture, pricing, and migration strategies.

2026-02-28Read →
Containers & Compute Compared: Cloudflare Workers/Containers vs AWS ECS/EKS vs Azure AKS vs Google GKE
Cloud

Containers & Compute Compared: Cloudflare Workers/Containers vs AWS ECS/EKS vs Azure AKS vs Google GKE

A deep technical comparison of container and compute platforms — Cloudflare's edge compute model vs AWS ECS/EKS/Fargate, Azure AKS/Container Apps, and Google GKE/Cloud Run. Architecture, orchestration, pricing, and when containers vs edge isolates vs serverless containers win.

2026-02-27Read →
Edge Databases Compared: Cloudflare D1/KV/Durable Objects vs DynamoDB vs Cosmos DB vs Firestore
Cloud

Edge Databases Compared: Cloudflare D1/KV/Durable Objects vs DynamoDB vs Cosmos DB vs Firestore

A deep technical comparison of database services across Cloudflare, AWS, Azure, and Google Cloud — covering edge-native data stores, global NoSQL, consistency models, pricing, and when each architecture wins.

2026-02-27Read →
DNS Infrastructure Compared: Cloudflare DNS vs Route 53 vs Azure DNS vs Google Cloud DNS
Cloud

DNS Infrastructure Compared: Cloudflare DNS vs Route 53 vs Azure DNS vs Google Cloud DNS

A deep technical comparison of managed DNS services from Cloudflare, AWS Route 53, Azure DNS, and Google Cloud DNS — covering architecture, performance, security, pricing, and strategic implications.

2026-02-26Read →
Email Services Compared: Cloudflare Email Routing & Area 1 vs AWS SES vs Azure vs Google Workspace
Cloud

Email Services Compared: Cloudflare Email Routing & Area 1 vs AWS SES vs Azure vs Google Workspace

A technical comparison of email services across Cloudflare, AWS, Azure, and Google — covering email routing, transactional sending, email security, authentication (SPF/DKIM/DMARC), and how each provider approaches the email stack.

2026-02-26Read →