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#ai-coding

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AI News

Muse Code: Meta's Terminal Agent Is Cheap If You Pay in Code

Meta Superintelligence Labs released Muse Code, a beta terminal coding agent for macOS and Linux powered by the new Muse Spark 1.2 model, on August 5, 2026. Meta reported 82.9% on Terminal-Bench 2.1 but placed behind Claude Opus 5 on all three coding charts it published, and both figures come from Meta's own harness with no verified leaderboard entry. Meta's previous model published 80.0 and verified at 76.2% when the Terminal-Bench team ran it. The genuinely notable engineering is an append-only event log that makes runs replay-exact and restart-safe, plus persistent async background agents. The most consequential detail is pricing: a contributor tier at $0.10 per million input and $0.20 per million output tokens, 12.5x and 21x cheaper than standard, in exchange for Meta training on your prompts.

Aug 6, 2026 · 8 min read
Reviews

Prelint: The AI Reviewer That Catches Product Drift, Not Bugs

Prelint is a GitHub and GitLab app that reviews every pull request against a team's product specs, ADRs, and prior decisions rather than against the code itself, targeting what it calls product drift: technically correct code that quietly contradicts decisions the team already made. It launched on Product Hunt on July 29, 2026, taking #1 Product of the Day and #1 Product of the Week with 676 points. The core architecture is a decision ledger that weighs the authority of each decision and supersedes rather than deletes entries, exposed to agents through a CLI and MCP server. Prelint's own research across 56,706 public pull requests found that docs context raised the reviewer flag rate from 13.3% to 36.6% at 80.8% precision. Pricing is $1 per completed review with no seats, and public repositories are free.

Aug 6, 2026 · 8 min read
Reviews

Google Antigravity: Is the Agent-First IDE Worth It in 2026?

Google Antigravity is a VS Code fork built around autonomous agents, with a Manager View that dispatches up to five parallel agents and a built-in Chrome browser for front-end verification. Gemini is the default model, with Claude and GPT supported. Strengths are parallel-agent workflow and browser verification; weaknesses are shifting credit-based pricing, a five-agent cap, and a closed-source core. The verdict: a strong secondary tool, especially for front-end and Gemini-centric workflows.

Aug 4, 2026 · 5 min read
AI News

DeepSeek V4: 1.6T Open Weights and 1M Context, Now the Default

DeepSeek released V4 as two open-weight mixture-of-experts models: V4-Pro (1.6T total / 49B active) and V4-Flash (284B / 13B active), both with a 1M-token default context and 384K max output. A novel token-wise compression plus DeepSeek Sparse Attention (DSA) makes the long window affordable. API pricing is aggressive (V4-Flash $0.14/M input, $0.28/M output; V4-Pro $0.435/$0.87), and the old deepseek-chat and deepseek-reasoner endpoints were retired after July 24, 2026. Reported ~80.6% on SWE-bench Verified.

Aug 1, 2026 · 5 min read
AI News

Laguna S 2.1: Poolside's 118B Open-Weight Coding Model

Poolside released Laguna S 2.1 on July 21, 2026, a 118B-parameter Mixture-of-Experts coding model activating ~8B params per token, with a 1M-token context and a permissive OpenMDW-1.1 license. First-party benchmarks show 78.5% on SWE-Bench Multilingual, but independent verification is still pending. Day-one FP8/NVFP4/INT4 and GGUF builds make it genuinely self-hostable.

Jul 31, 2026 · 5 min read
Reviews

Cursor: Is the AI Code Editor Worth Its Credit Bill in 2026?

Cursor, the VS Code-based AI editor from Anysphere, crossed $2B ARR and 1M+ paying users by February 2026 and is used in 64% of Fortune 500 firms. Its June 2025 shift to credit-based billing sparked backlash and a public apology. Auto mode is unlimited on paid plans; manually pinning frontier models like Opus is what drives surprise overages. Six tiers run from free Hobby to $200 Ultra.

Jul 31, 2026 · 6 min read
Open Source

Grok Build: xAI Open-Sources Its Rust Terminal Coding Agent

On July 15, 2026, xAI open-sourced Grok Build, the Rust terminal coding agent behind its grok CLI, under Apache 2.0. The release covers the agent loop, tools, TUI, and extension system, and supports a fully local-first config.toml path pointing at self-hosted inference. External PRs aren't accepted and the model stays closed, so it's a source-transparency release, not a community project.

Jul 27, 2026 · 6 min read
Reviews

Zed 1.0: Is the Rust-Powered AI Editor Worth Switching To?

Zed 1.0, released April 29, 2026, is an open-source code editor written in Rust with a custom GPU-accelerated framework, positioned as both a fast traditional editor and an AI workbench. It offers agentic editing, Zeta edit prediction, parallel agents, and the open Agent Client Protocol, plus a generous free tier. Its main drawbacks are a small extension library and uneven language support compared with VS Code.

Jul 21, 2026 · 5 min read
AI News

Cognition SWE-1.7: Near-Frontier Coding at $2 a Task

Cognition released SWE-1.7 on July 8, 2026, a software-engineering model built by reinforcement-learning on top of Moonshot AI's Kimi K2.7 base and served through Cerebras at ~1,000 tokens/second inside the Devin agent. It scores 42.3% on FrontierCode 1.1 and 81.5% on Terminal-Bench 2.1, trailing Opus 4.8 by a few points at roughly $1.97 per task, positioning it as a near-frontier option at a fraction of frontier cost.

Jul 14, 2026 · 5 min read
AI News

Grok 4.5: xAI's Opus-Class Coder at a Third of the Price

Grok 4.5, released July 8, 2026, is xAI's coding-focused model. It ranks 4th on the Artificial Analysis Intelligence Index (score 54), wins SWE Marathon (29%), and prices at $2/$6 per million tokens with 4.2x better token efficiency than Opus 4.8. Not yet available in the EU.

Jul 12, 2026 · 5 min read
Reviews

Warp: Is the Agentic Development Environment Worth It in 2026?

Warp is an Agentic Development Environment that folds a terminal, coding agents, and shared context into one app centered on prompting rather than typing. It scores 71% on SWE-bench Verified and #1 on Terminal-Bench (52%), and its standout feature is running multiple agents in parallel. Warp went open-source in April 2026. Pricing settled at a $20/mo Build plan with 1,500 credits plus BYOK, after volatility that hurt early-adopter trust.

Jul 11, 2026 · 6 min read
Reviews

Bolt.new: Does the AI App Builder Justify the Token Bill?

Bolt.new, built by StackBlitz on WebContainers, turns plain-English prompts into deployed full-stack apps entirely in the browser with zero setup. It excels at fast prototyping across React, Next.js, Vue, Svelte and Express. The main drawback is token-based pricing: usage scales with project size because the file system re-syncs to the AI each message. Plans: Free, Pro at $25/mo, Teams at $30/member/mo.

Jul 8, 2026 · 5 min read
Reviews

Lovable: Does the AI App Builder Ship Real Products in 2026?

Lovable is an AI full-stack app builder that turns plain-language prompts into deployed web apps with frontend, backend, database, and auth via Lovable Cloud. Pricing starts free, with Pro at $25/month (100 monthly plus 5 daily credits, shared across unlimited users) and Business at $50/month; students get up to 50% off. The credit system means real SaaS costs run nearer $65-75/month once Cloud usage is counted. Strengths are speed to a live prototype, owned exportable code, and pre-wired full-stack integration. Weaknesses are complex logic that trips the AI and metered limits for heavy users. Best as a launchpad, not a production finish line.

Jul 6, 2026 · 6 min read
AI News

Claude Fable 5: The Coding Crown Returns After 19 Days Offline

Claude Fable 5, Anthropic's Mythos-class model, was suspended June 12, 2026 under a U.S. export-control directive and restored July 1 after Anthropic made security commitments. It leads coding benchmarks at 80.3% SWE-Bench Pro (vs 69.2% for Opus 4.8) and 29.3% FrontierCode. A grace window counts it toward 50% of weekly usage through July 7; credits billing follows.

Jul 3, 2026 · 5 min read
Reviews

OpenCode: The Open-Source AI Coding Agent at 178K Stars

OpenCode is an open-source (MIT), terminal-native AI coding agent with 178K GitHub stars. It is model-agnostic, connecting to 75+ providers (Anthropic, OpenAI, Google, Ollama) with bring-your-own keys. LSP integration feeds compiler diagnostics back to the model; built-in build and plan agents plus a general subagent. Runs locally/air-gapped, ships frequently (v1.17.9, 826 releases), and now has a desktop beta. Trade-offs: a terminal learning curve, you pay your own API bills, and quality depends on the model you plug in.

Jun 24, 2026 · 5 min read
Reviews

CodeRabbit: The AI Code Reviewer That Reads Your Whole Repo

CodeRabbit is an AI code reviewer that posts line-by-line PR feedback across GitHub, GitLab, Azure DevOps and Bitbucket. Plans run Free, Pro (4/user/mo), Pro Plus (8) and Enterprise, billed only for developers who open PRs. Strengths: context via MCP, one-click autofix, deep static analysis. Watch the 5/10/12 review rate limits.

Jun 23, 2026 · 6 min read
AI News

Kimi K2.7-Code: A 30% Token Cut With a Benchmark Asterisk

Moonshot AI's Kimi K2.7-Code is an open-weights, OpenAI-compatible coding model (1T-param MoE, 32B active, 256K context) claiming a 30% cut in reasoning tokens and a narrow win over Claude Opus 4.8. But all published benchmarks are Moonshot's own proprietary suites, with no independent results yet, so the efficiency claims remain unverified.

Jun 14, 2026 · 5 min read
AI News

MAI-Code-1-Flash: Microsoft's Lean Coding Model Hits Copilot

Microsoft launched MAI-Code-1-Flash on June 2, 2026, a lightweight, agentic coding model built end-to-end in-house and rolling out to GitHub Copilot users in VS Code. It outperforms Claude Haiku 4.5 across four coding benchmarks (including 51.2% vs 35.2% on SWE-Bench Pro) while using up to 60% fewer tokens, signaling Microsoft's push for AI independence from OpenAI.

Jun 6, 2026 · 5 min read
Tech Tips

AGENTS.md: Configure AI Coding Agents That Actually Obey

AGENTS.md is a Linux Foundation-stewarded open standard, adopted by 60,000+ repositories and read natively by 20+ tools including Codex, Cursor, and Copilot. This guide covers the eight core sections, the phrasing patterns that change agent behavior, monorepo nesting, and how it differs from CLAUDE.md, .cursorrules, MCP, and SKILL.md.

May 31, 2026 · 9 min read
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