CODE-GENERATION
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AI coding boosts some tasks by 56% but slows others by 19%
AI coding assistants can make developers about 56% faster on some tasks but about 19% slower on others, indicating uneven productivity gains that depe...
Gemini 3.0 Pro GA early tests look strong—treat as directional
An early YouTube test claims Gemini 3.0 Pro GA shows significant gains, but findings are unofficial and should be validated on your workloads. An inde...
Agent-first SDLC: from pilots to production
Agent-first development is moving from hype to execution, and teams that redesign workflows, codebases, and governance around AI agents are starting t...
GPT-5.3-Codex: 25% faster agentic coding, now in GitHub Copilot
OpenAI’s GPT-5.3-Codex brings 25% faster, steerable agentic coding for long-running, tool-driven workflows and is rolling out across Codex surfaces an...
Early tests hint Gemini 3.0 Pro GA gains for coding workloads
An early test video claims Google's Gemini 3.0 Pro GA shows strong gains on coding and reasoning, warranting evaluation against current LLMs for backe...
AI template clones websites into Next.js using budget models
A new AI template shows how to clone existing websites into Next.js codebases while working with lower-cost language models, reducing experimentation ...
Gemini 2.5 Pro 'Deep Think' and Code Assist GA: Practical wins from I/O 2025
Google I/O 2025 highlighted Gemini 2.5 Pro’s experimental Deep Think mode for stronger reasoning on complex coding/data tasks and made it accessible v...
AI SDLC: Coding Concentrates, Agent Sprawl Hurts, Model Choice Matters
Anthropic’s recent analysis of 2M Claude sessions shows software tasks dominate usage and that augmentation outperforms automation for complex work, w...
Choosing between GPT-5 and GPT-5.1 Codex for code-heavy backends
A head-to-head view of OpenAI's latest models details benchmark scores, API pricing, context windows, latency, and throughput to inform model selectio...
Google I/O: Gemini 2.5 Pro "Deep Think" and Code Assist GA for backend/data teams
Google I/O highlights [Gemini 2.5 Pro’s experimental “Deep Think” reasoning](https://dev.to/dr_hernani_costa/google-io-2025-ai-founder-essentials-12ai...
Choosing between GPT-5 and GPT-5.1 Codex for code-heavy backends
A new comparison page details how OpenAI's GPT-5 stacks against GPT-5.1 Codex on benchmarks, API pricing, context windows, and latency/throughput—usef...
AI coding in 2026: adoption stats and the "vibe coding" stack
One year after Amodei’s bold “90% of code” forecast, an updated snapshot shows strong but not total AI uptake: developers use AI coding tools weekly (...
Structured prompts and guidelines boost LLM code generation
Coverage suggests that applying explicit coding guidelines in prompts materially improves LLM code generation quality and consistency ([Quantum Zeitge...
Claude Code + Remotion: AI-coded React videos exported to MP4
Developers are using Remotion’s React-based video framework to let Claude Code generate full promo videos—frames as React components, exported directl...
AI-written code is 25–41% today; plan for 'vibe coding' tools
A year after Dario Amodei’s 90% coding prediction, real-world metrics show 25–41% of code is AI-generated across big shops (Microsoft ~30%, Google >25...
Reddit case study: MVP shipped in a weekend with Windsurf’s SWE-1.5
A developer shipped a GPS quest game MVP in one weekend using Windsurf’s free in-IDE model SWE‑1.5 as the primary coder, with a few prompts to Claude ...
Structured prompts raise LLM codegen quality
Coding with LLMs benefits from explicit, reusable prompt "guidelines" that aim to raise codegen quality and consistency across teams, according to [th...
A year on from the 90% claim: AI now generates ~30–41% of code; 'vibe coding' tools mature
A year after Dario Amodei’s bold forecast that AI would write 90% of code in months, real-world usage has settled around 41% of code generated by AI, ...
Agentic IDEs still miss single-prompt backend targets; Claude leads simple app build
AI Multiple benchmarked Claude Code, Cline, Cursor, Windsurf, and Replit Agent for prompt-to-API and basic app building. None produced a fully correct...
OpenAI rolls out GPT-5.2 with stronger code and data handling
OpenAI introduced GPT-5.2, saying it improves code generation, chart/graph understanding, factual accuracy, and long-context use. The model ships in "...
Claude Code setup: CLI-first features and VS Code caveats
A step-by-step guide shows how to install the Claude Code CLI (curl -fsSL https://claude.ai/install.sh | bash), authenticate, and use /init to create ...
Investor shift to 'After Claude Code'—time to re-benchmark coding assistants
Investor chatter says Claude Code shows a step-change in coding capability, with some calling it "coding AGI," and OpenAI is reportedly raising signif...
Google 'AntiGravity' agent IDE demos show multi-agent coding workflows
Community demos show an experimental Google AntiGravity IDE that coordinates multiple coding agents via 'workflows' and 'skills' to plan, implement, a...