Frontend
React vs Vue vs Angular: The 2025 Frontend Landscape
A comprehensive deep dive into the 'Big Three' frameworks. We analyze React's Server Components, Vue's Vapor Mode, and Angular's Signals renaissance.
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Research and analysis on the tools you use every day.
Performance
Why Rust is Taking Over Web Tooling
From Turbopack to Rolldown, Rust is replacing JavaScript for build tools. We analyze why speed and memory safety are driving this migration.
Read Article
Fullstack
Next.js vs Remix: The Battle of Meta-Frameworks
Next.js pushed Server Components, while Remix bet on web standards. Which philosophy wins for your next production app?
Read Article
CSS
Tailwind CSS vs Bootstrap: Modern Styling Wars
Utility-first vs Component-based. We look at why Tailwind won the hype war, but why Bootstrap is still powering half the internet.
Read Article
Backend
GraphQL vs REST: When to Use Which?
GraphQL promised to kill REST, but it didn't. Learn the specific use cases where GraphQL shines and where REST is still the safer default.
Read Article
Frontend
Svelte 5: Game Changer or Just Hype?
Svelte 5 introduces 'Runes', a radical departure from its previous syntax. We explore if this makes Svelte better or just more like React.
Read Article
AI
Which Coding AI Is "Best" in 2025? The Ranking That Actually Matters
Agentic benchmarks (SWE-bench Verified) + real IDE workflow quality now decide who is "best" for coding. Here's the framework that actually matters.
Read Article
AI Workflows
GitHub’s "Agent HQ" Signals the Next Phase: Multi-Agent Development
GitHub is framing AI as a team of agents: planner, implementer, tester, reviewer—coordinated from one hub.
Read Article
AI Benchmarks
Claude Opus 4.5 Crossing 80% SWE-bench Verified: Why That’s a Big Deal
Opus 4.5 hits ~80.9% on SWE-bench Verified, showing agent strength plus better cost-per-fix knobs.
Read Article
AI Data
SWE-smith: The Dataset Pipeline That Makes Software Engineering Agents Trainable at Scale
SWE-smith auto-generates 50k repo tasks, pushing open models to 40.2% pass@1 on SWE-bench Verified.
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AI Systems
Long-Context Breakthroughs: From 128K to 4M Tokens (And Why Devs Should Care)
Context windows now stretch to ~4M tokens, enabling whole-repo reasoning—if you handle attention decay.
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Security
Prompt Injection Isn’t "Just Like SQL Injection." Security Teams Are Warning Loudly.
Prompt injection sits at the top of OWASP’s 2025 LLM risks. You need sandboxing, allowlists, and control/data separation.
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AI Workflows
Copilot Agent Mode: From "Autocomplete" to "Do the Task"
Agent Mode reframes Copilot as a task finisher, not just a suggester. Here's exactly how to use it safely and effectively.
Read Article
Product Updates
Copilot’s Model Upgrades: Why Your "Autocomplete Feel" Suddenly Changed
Copilot completions now ride GPT-4.1 Copilot. Defaults moved—so your IDE feel changed without you noticing.
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AI Benchmarks
SWE-bench vs Aider Polyglot: The Benchmarks Shaping the "Coding AI Leaderboard"
SWE-bench tests real-repo fixes; Aider Polyglot stresses multilingual code editing. Use the right yardstick.
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AI Systems
The Real Future of "Coding AI" Is Tool Use: Tests, Linters, and Review Bots
Progress comes from safe tool use: run tests, lint, scan security, and gate with review bots before merge.
Read Article
Python
uv Is Eating pip’s Lunch: Why Python Packaging Is Finally Getting Fast
uv (Rust-based) aims to be a drop-in pip replacement, cutting cold-start env times without workflow rewrites.
Read Article
Python
Python 3.13’s Big Bet: Free-Threading (No-GIL Mode) + an Experimental JIT
PEP 703 free-threaded builds and PEP 744 JIT land as experiments. Start checking thread-safety now.
Read Article
JavaScript
Node.js + TypeScript in 2025: Built-In "Type Stripping" Isn’t Full TypeScript
Node.js can now run TypeScript directly—but there's a huge asterisk. Here's exactly what works, what breaks, and how to choose.
Read Article
JavaScript
Deno 2: The "Node Compatibility" Era Is Here (and Releases Keep Moving Fast)
Deno 2 keeps its DX but adds npm/package.json compatibility and fast release cadence.
Read Article
TypeScript
TypeScript 5.7 and ES2024: Why the "Target" Flag Suddenly Matters Again
TS 5.7 adds es2024 target/lib (groupBy, withResolvers). Target choice now gates runtime support and polyfills.
Read Article
Frontend
React 19 Is Stable: The Upgrade That Quietly Changes App Architecture
React 19 stabilizes Suspense-first patterns, server flows, and upgrade guidance for React 18 apps.
Read Article
Security
GitHub Actions Security: The Boring Settings That Prevent the Next Supply-Chain Incident
Tighten defaults: read-only GITHUB_TOKEN, pin actions, restrict triggers, and use env protection rules.
Read Article
Git
Git Fetch, Remote Updates, and the Modern "Always-Synced" Workflow
Fetch updates knowledge; pull updates files. Teach teams the fetch/pull/push contract.
Read Article
Rust
Rust’s 2024 Edition Changes: The "Small" Language Shifts That Break Builds
Edition tweaks (temporaries, lint hardening) can break builds. Fix warnings early and watch macros.
Read Article
DevOps
The New Standard for Dev Teams: "Write Locally, Verify in CI, Publish Automatically"
Baseline workflow: frequent commits, CI gates, automated deploys, boring rollbacks. Agents fit into this contract.
Read Article
Frontend
React vs Vue vs Angular: The 2025 Frontend Landscape
A comprehensive deep dive into the 'Big Three' frameworks. We analyze React's Server Components, Vue's Vapor Mode, and Angular's Signals renaissance.
Read Article
Performance
Why Rust is Taking Over Web Tooling
From Turbopack to Rolldown, Rust is replacing JavaScript for build tools. We analyze why speed and memory safety are driving this migration.
Read Article
Fullstack
Next.js vs Remix: The Battle of Meta-Frameworks
Next.js pushed Server Components, while Remix bet on web standards. Which philosophy wins for your next production app?
Read Article
CSS
Tailwind CSS vs Bootstrap: Modern Styling Wars
Utility-first vs Component-based. We look at why Tailwind won the hype war, but why Bootstrap is still powering half the internet.
Read Article
Backend
GraphQL vs REST: When to Use Which?
GraphQL promised to kill REST, but it didn't. Learn the specific use cases where GraphQL shines and where REST is still the safer default.
Read Article
Frontend
Svelte 5: Game Changer or Just Hype?
Svelte 5 introduces 'Runes', a radical departure from its previous syntax. We explore if this makes Svelte better or just more like React.
Read Article
AI
Which Coding AI Is "Best" in 2025? The Ranking That Actually Matters
Agentic benchmarks (SWE-bench Verified) + real IDE workflow quality now decide who is "best" for coding. Here's the framework that actually matters.
Read Article
AI Workflows
GitHub’s "Agent HQ" Signals the Next Phase: Multi-Agent Development
GitHub is framing AI as a team of agents: planner, implementer, tester, reviewer—coordinated from one hub.
Read Article
AI Benchmarks
Claude Opus 4.5 Crossing 80% SWE-bench Verified: Why That’s a Big Deal
Opus 4.5 hits ~80.9% on SWE-bench Verified, showing agent strength plus better cost-per-fix knobs.
Read Article
AI Data
SWE-smith: The Dataset Pipeline That Makes Software Engineering Agents Trainable at Scale
SWE-smith auto-generates 50k repo tasks, pushing open models to 40.2% pass@1 on SWE-bench Verified.
Read Article
AI Systems
Long-Context Breakthroughs: From 128K to 4M Tokens (And Why Devs Should Care)
Context windows now stretch to ~4M tokens, enabling whole-repo reasoning—if you handle attention decay.
Read Article
Security
Prompt Injection Isn’t "Just Like SQL Injection." Security Teams Are Warning Loudly.
Prompt injection sits at the top of OWASP’s 2025 LLM risks. You need sandboxing, allowlists, and control/data separation.
Read Article
AI Workflows
Copilot Agent Mode: From "Autocomplete" to "Do the Task"
Agent Mode reframes Copilot as a task finisher, not just a suggester. Here's exactly how to use it safely and effectively.
Read Article
Product Updates
Copilot’s Model Upgrades: Why Your "Autocomplete Feel" Suddenly Changed
Copilot completions now ride GPT-4.1 Copilot. Defaults moved—so your IDE feel changed without you noticing.
Read Article
AI Benchmarks
SWE-bench vs Aider Polyglot: The Benchmarks Shaping the "Coding AI Leaderboard"
SWE-bench tests real-repo fixes; Aider Polyglot stresses multilingual code editing. Use the right yardstick.
Read Article
AI Systems
The Real Future of "Coding AI" Is Tool Use: Tests, Linters, and Review Bots
Progress comes from safe tool use: run tests, lint, scan security, and gate with review bots before merge.
Read Article
Python
uv Is Eating pip’s Lunch: Why Python Packaging Is Finally Getting Fast
uv (Rust-based) aims to be a drop-in pip replacement, cutting cold-start env times without workflow rewrites.
Read Article
Python
Python 3.13’s Big Bet: Free-Threading (No-GIL Mode) + an Experimental JIT
PEP 703 free-threaded builds and PEP 744 JIT land as experiments. Start checking thread-safety now.
Read Article
JavaScript
Node.js + TypeScript in 2025: Built-In "Type Stripping" Isn’t Full TypeScript
Node.js can now run TypeScript directly—but there's a huge asterisk. Here's exactly what works, what breaks, and how to choose.
Read Article
JavaScript
Deno 2: The "Node Compatibility" Era Is Here (and Releases Keep Moving Fast)
Deno 2 keeps its DX but adds npm/package.json compatibility and fast release cadence.
Read Article
TypeScript
TypeScript 5.7 and ES2024: Why the "Target" Flag Suddenly Matters Again
TS 5.7 adds es2024 target/lib (groupBy, withResolvers). Target choice now gates runtime support and polyfills.
Read Article
Frontend
React 19 Is Stable: The Upgrade That Quietly Changes App Architecture
React 19 stabilizes Suspense-first patterns, server flows, and upgrade guidance for React 18 apps.
Read Article
Security
GitHub Actions Security: The Boring Settings That Prevent the Next Supply-Chain Incident
Tighten defaults: read-only GITHUB_TOKEN, pin actions, restrict triggers, and use env protection rules.
Read Article
Git
Git Fetch, Remote Updates, and the Modern "Always-Synced" Workflow
Fetch updates knowledge; pull updates files. Teach teams the fetch/pull/push contract.
Read Article
Rust
Rust’s 2024 Edition Changes: The "Small" Language Shifts That Break Builds
Edition tweaks (temporaries, lint hardening) can break builds. Fix warnings early and watch macros.
Read Article
DevOps
The New Standard for Dev Teams: "Write Locally, Verify in CI, Publish Automatically"
Baseline workflow: frequent commits, CI gates, automated deploys, boring rollbacks. Agents fit into this contract.
Read Article