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Page 2 of 11. Web and software development guides. Next.js, React, TypeScript, databases, and the modern tooling and patterns we use to ship fast, maintainable applications.
Page 2 of 11
The newest Development guides and analysis
Both terminal harnesses ship bash sandboxing off by default. The differences that hold up are openness, model freedom and what each vendor publishes.
#grok-build#claude-code+5 more
2026-08-12
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A buyer-side checklist for giving an agent standing access to business systems: what to scope, who holds the secrets, and how revocation works.
#ai-agents#access-control+5 more
2026-08-11
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Remotion makes video a React build target, but an agent cannot easily judge whether the finished motion is any good — and the licence turns on company size.
#remotion#video-as-code+5 more
2026-08-11
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Claude Code documents a --worktree flag, Copilot CLI's /worktree is experimental, Muse Code's subagent isolation is reported. Why agents need it, and its cost.
#git-worktrees#agent-cli+5 more
2026-08-10
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Vercel's skill packs bundle agent skills behind one install command and an update command, with no versioning, checksums or provenance documented.
#agent-skills#skill-packs+4 more
2026-08-10
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GitHub's enterprise managed settings now allowlist MCP servers, and the Copilot impact dashboard adds an ROI section GitHub itself calls directional only.
#github-copilot#mcp+4 more
2026-08-10
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A compromised maintainer account seeded an npm worm that Wiz reports reached over 400 packages and hunts AI-tool credentials. Hunt first, rotate second.
#npm-security#supply-chain-attack+5 more
2026-08-08
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Three terminal coding agents, three different bets. How Muse Code, Claude Code and Codex CLI compare on subagents, sandboxing, pricing and published scores.
#muse-code#claude-code+5 more
2026-08-07
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Alibaba promised Qwen3.8-Max and a 27B sibling for the week of 10 August. Updated: Max weights landed 8 August under a bespoke licence. Run these checks.
#qwen#open-weights+5 more
2026-08-07
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Muse Code fans work out to a git worktree per subagent — opt-in, in git repos — records every step in an append-only event log, and ships four built-in skills.
#muse-code#coding-agents+5 more
2026-08-06
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GPT Transcribe lists at $0.0045 a minute and posts 3.3% word error rate on an independent leaderboard, where Scribe v2 scores lower and Nova-3 runs faster.
#speech-to-text#gpt-transcribe+5 more
2026-08-06
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OSWorld measures desktop GUI control, Terminal-Bench measures CLI work. Same-named benchmarks differ by version and harness, so check before you compare.
#osworld#terminal-bench+5 more
2026-08-05
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A vendor's 1.5-2x accuracy claim can run on its own unpublished harness while independent leaderboards rank the same models very differently. How to tell.
#voice-ai#speech-to-text+5 more
2026-08-05
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browser-use, Skyvern, Stagehand and Playwright MCP compared on control, licence and the benchmark that actually stresses logins, 2FA and real web forms.
#browser-agents#open-source-ai+5 more
2026-08-04
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GPT-Researcher, Open Deep Research, STORM and Local Deep Research do different jobs. What each is good at, what a report costs, and where they fall short.
#deep-research-agents#open-source-ai+4 more
2026-08-04
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Whisper-family engines, VoiceInk and Handy against the subscription apps: what open-source dictation matches today, and where paid tools still earn the fee.
#voice-dictation#open-source-ai+5 more
2026-08-04
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Tokens fix theming. Screenshots catch what tokens cannot express: spacing rhythm, hierarchy, density, alignment drift. Where vision models help.
#vision-models#ui-development+5 more
2026-08-02
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Frontier models cluster on most benchmarks, so the brief does more work than the model pick. The anatomy of a spec that raises output quality.
#prompt-engineering#specifications+5 more
2026-08-02
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Batch APIs, your own idempotency ledger, schema validation and sample-based QA: the engineering discipline a million-row LLM job needs before you press start.
#batch-api#idempotency+5 more
2026-08-01
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K3's least-used surfaces are its 1M context, native vision and reasoning-effort dial. Switching effort mid-session forfeits the cache rate that funds it.
#kimi-k3#long-context+5 more
2026-08-01
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The 2026-07-28 spec drops the handshake and session ID, reworks auth around CIMD, and ships new Tier 1 SDK releases. Here is what your MCP server has to change.
#mcp#model-context-protocol+5 more
2026-08-01
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DeepSeek V4 Flash adds OpenAI's Responses API alongside the Anthropic format it has run since 2025, so Codex CLI or Claude Code needs only a base-URL swap.
#DeepSeek#API Design+4 more
2026-07-31
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Visual Studio's July 2026 update ships an Agent (Preview) built on the GitHub Copilot SDK — the same SDK behind the Copilot CLI. What teams can build now.
#github-copilot#copilot-sdk+5 more
2026-07-30
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Chrome 151 hit stable on July 28 with 370 security fixes, macOS 12 support dropped, and new soft-navigation performance entries. Three checks worth making.
#Chrome#browser releases+4 more
2026-07-29
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