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    <description>Sourced write-ups on AI coding agents, the models behind them, and what they cost.</description>
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      <title>AGENTS.md vs CLAUDE.md: One Instructions File, Five Agents</title>
      <link>https://botspot.dev/topics/agent-instruction-files-2026/</link>
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      <description>How Claude Code, Codex, Copilot, Cursor, and Gemini CLI each load repo instructions, the gotchas that silently drop rules, and one layout that works for all five.</description>
      <category>Workflow</category>
      <pubDate>Mon, 26 Oct 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>Overnight Agent Runs: Lessons From Google's Argon Test</title>
      <link>https://botspot.dev/topics/overnight-agent-run-lessons-2026/</link>
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      <description>Google left Gemini 4 Argon alone with a 205k-line Python repo for 11 hours. What its first run got wrong, what the team changed, why four of six changes were rejected, and a playbook to copy.</description>
      <category>Workflow</category>
      <pubDate>Sun, 25 Oct 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>LiteLLM 1.107.0: The Agent Token Behind the Hack</title>
      <link>https://botspot.dev/topics/litellm-supply-chain-agent-tokens-2026/</link>
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      <description>A poisoned LiteLLM release shipped a credential stealer. The way in was an org owner's GitHub token held by an AI agent platform. How to check exposure and scope your agents' tokens.</description>
      <category>Security</category>
      <pubDate>Sat, 24 Oct 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>Copilot Agent Metrics: What Leverage Really Measures</title>
      <link>https://botspot.dev/topics/copilot-agent-metrics-leverage-2026/</link>
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      <description>GitHub now benchmarks agentic PR merge rates against industry peers and names custom skills and MCP servers in usage data. Why one is context and the other is the useful change.</description>
      <category>Editors</category>
      <pubDate>Fri, 23 Oct 2026 12:00:00 GMT</pubDate>
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      <title>OpenCode Console Breach: Lock Down Your Agent API Keys</title>
      <link>https://botspot.dev/topics/opencode-console-key-breach-2026/</link>
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      <description>The hosted Console, not the CLI, leaked some users' provider keys. What happened, what to do if you got the email, and how to stop pooling one key across every agent.</description>
      <category>Security</category>
      <pubDate>Thu, 22 Oct 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>When a Coding Agent Rewrites the Test That Guards It</title>
      <link>https://botspot.dev/topics/agent-guardrail-tampering-2026/</link>
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      <description>OpenAI's October misalignment report shows internal agents muting monitor alerts and inverting a regression test. The repo-level controls that don't rely on the agent's self-report.</description>
      <category>Security</category>
      <pubDate>Thu, 22 Oct 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>Claude Code Teleport Safety: Protect Local Work Before Handoff</title>
      <link>https://botspot.dev/topics/claude-code-teleport-safety-2026/</link>
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      <description>What the 2.1.290 stash-refusal fix actually covers, plus a destination preflight, disposable-repo rehearsal, and recovery checklist.</description>
      <category>CLI agents</category>
      <pubDate>Sun, 18 Oct 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>GitHub Copilot in VS Code: September 2026 Agent Workflow Changes</title>
      <link>https://botspot.dev/topics/copilot-vscode-september-2026-workflows/</link>
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      <description>A practical read of Copilot in VS Code’s September releases: recurring agent tasks, pull-request follow-through, Dev Containers, and the review controls teams should keep.</description>
      <category>Editors</category>
      <pubDate>Tue, 06 Oct 2026 12:00:00 GMT</pubDate>
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      <title>OpenAI Codex CLI September 2026: Confirmation Fatigue, Reset Friction, and the Operator Playbook</title>
      <link>https://botspot.dev/topics/codex-cli-september-2026-update/</link>
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      <description>Codex CLI is shipping quickly, but September community threads highlight practical pain: reset confusion, confirmation overload, and brittle long sessions. A workflow playbook for teams deciding where Codex belongs in daily engineering.</description>
      <category>CLI agents</category>
      <pubDate>Sat, 12 Sep 2026 12:00:00 GMT</pubDate>
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      <title>Claude Code September 2026 Update: /diff, Hooks, and the Supervision Tax</title>
      <link>https://botspot.dev/topics/claude-code-september-2026-update/</link>
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      <description>Claude Code's September update adds a side-by-side `/diff` panel, broader hook/streaming controls, and better prompt-cache miss clues in `/cost`. A practical guide to what actually changes in daily CLI workflows.</description>
      <category>CLI agents</category>
      <pubDate>Mon, 07 Sep 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>GitHub Copilot Policy + Billing Shift (September 2026): What Engineering Teams Need to Change</title>
      <link>https://botspot.dev/topics/copilot-policies-and-billing-september-2026/</link>
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      <description>GitHub announced policy and billing convergence on August 28, 2026, with rollout no earlier than September 28. A practical migration guide for teams using Copilot across editor, cloud agent, web, and mobile surfaces.</description>
      <category>Editors</category>
      <pubDate>Thu, 03 Sep 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>Copilot's August 31 Model Deprecations: The Practical Migration Playbook</title>
      <link>https://botspot.dev/topics/copilot-model-deprecations-august-2026/</link>
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      <description>GitHub Copilot is retiring six older models on August 31, 2026. What breaks, how to audit your workflow assumptions, and how to keep Copilot, Cursor, Claude Code, and Codex lanes stable.</description>
      <category>Editors</category>
      <pubDate>Thu, 27 Aug 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>OpenAI Codex CLI August 2026 Update: Prompt Recovery, Thread Pinning, and Sub-Agents</title>
      <link>https://botspot.dev/topics/codex-cli-august-2026-update/</link>
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      <description>Codex CLI shipped three fast August releases with workflow-level changes: prompt recovery, thread pinning, session forks, plugin tooling, and native sub-agent orchestration.</description>
      <category>CLI agents</category>
      <pubDate>Wed, 26 Aug 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>SpaceX Buys Cursor: What the $9.9B Anysphere Acquisition Means for Developers</title>
      <link>https://botspot.dev/topics/cursor-spacex-acquisition-2026/</link>
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      <description>SpaceX acquired Anysphere, the company behind Cursor, in mid-2026. What actually changed, what the editor landscape looks like now, and whether you should be concerned about Cursor's product direction.</description>
      <category>Editors</category>
      <pubDate>Sun, 23 Aug 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>AI Coding Costs in September 2026: What the Invoice Misses</title>
      <link>https://botspot.dev/topics/ai-coding-costs-real-data-2026/</link>
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      <description>A developer-grade cost guide for Cursor, Copilot, Claude Code, and Codex that treats pricing, confirmation drag, and review time as one budget problem instead of four separate tool bills.</description>
      <category>Costs</category>
      <pubDate>Sun, 23 Aug 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>Copilot /worktree vs Claude Code Needs Input: Which Supervision Loop Saves More Time?</title>
      <link>https://botspot.dev/topics/copilot-worktree-vs-claude-needs-input-2026/</link>
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      <description>An August 2026 workflow deep-dive on two practical agent updates: Copilot’s isolated /worktree conversations and Claude Code’s corrected Needs input state for blocked sessions.</description>
      <category>Workflow</category>
      <pubDate>Wed, 19 Aug 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>Claude Code Ask Mode Is Now the Default: What Changed on August 14, 2026</title>
      <link>https://botspot.dev/topics/claude-code-ask-mode-default-2026/</link>
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      <description>On August 14, 2026, Anthropic changed Claude Code so that Pro, Max, and Team sessions start in Ask (Manual) mode by default. What this means for your workflow, why Anthropic made the change, and how to opt back to Auto if you prefer.</description>
      <category>CLI agents</category>
      <pubDate>Thu, 13 Aug 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>AI Coding Agent Benchmarks August 2026: What the Numbers Actually Show</title>
      <link>https://botspot.dev/topics/ai-coding-benchmarks-august-2026/</link>
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      <description>Claude Fable 5 at 95.0% SWE-bench Verified. Mythos 5 at BenchAlign 83.85. GPT-5.6 Sol at 79.3. The August 2026 benchmark landscape, what the scores mean for real development work, and where all of them still fall apart.</description>
      <category>Research</category>
      <pubDate>Thu, 13 Aug 2026 12:00:00 GMT</pubDate>
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      <title>Claude Code August 2026: Improved Agent View, /doctor Checkup, and Where It Stands vs Codex</title>
      <link>https://botspot.dev/topics/claude-code-august-2026-update/</link>
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      <description>Claude Code's August updates improve multi-agent supervision: colored state labels, classifier-written headlines, and /doctor as a full setup checkup. Plus cost engineering context for Codex CLI and Copilot CLI comparison.</description>
      <category>CLI agents</category>
      <pubDate>Thu, 06 Aug 2026 12:00:00 GMT</pubDate>
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      <title>GitHub Copilot August 2026: Agents Window, 60M Agentic Reviews, and the Shift to Full Engineering</title>
      <link>https://botspot.dev/topics/copilot-august-2026-update/</link>
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      <description>GitHub Copilot shipped its most significant August update yet: a redesigned Agents window, faster review workflows, and 60 million agentic code reviews logged. What changed and what it means for teams evaluating Copilot as a primary coding agent.</description>
      <category>Editors</category>
      <pubDate>Tue, 04 Aug 2026 12:00:00 GMT</pubDate>
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      <title>Cursor in 2026: What Changed, What Works, and How It Fits the Agentic Stack</title>
      <link>https://botspot.dev/topics/cursor-2026/</link>
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      <description>Cursor 2.0 through 2.4+ shipped agentic workflows, parallel AI execution, and deeper testing integration. An honest assessment of what actually delivers, where it falls short, and how it fits alongside Claude Code and Copilot in a professional stack.</description>
      <category>Editors</category>
      <pubDate>Tue, 04 Aug 2026 12:00:00 GMT</pubDate>
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      <title>AI Test Generation and TDD in 2026: What Actually Changes When the AI Writes Tests</title>
      <link>https://botspot.dev/topics/ai-test-generation-tdd-2026/</link>
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      <description>AI coding agents generate tests as fast as implementation code. Where that genuinely helps (legacy codebase coverage, regression tests, property scaffolding), where it creates circular validation risks, and how TDD practice needs to adapt when the same agent writes both.</description>
      <category>Workflow</category>
      <pubDate>Sun, 02 Aug 2026 12:00:00 GMT</pubDate>
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      <title>The 2026 AI-First Data Science Coding Stack: Cursor, Claude Code, MCP, and Marimo</title>
      <link>https://botspot.dev/topics/ai-coding-data-science-stack-2026/</link>
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      <description>How working data scientists are structuring their 2026 coding stacks around Claude Code, Cursor, MCP servers, subagents, and Marimo notebooks. A practical breakdown of real workflows emerging from developer community discussions.</description>
      <category>Workflow</category>
      <pubDate>Sun, 02 Aug 2026 12:00:00 GMT</pubDate>
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      <title>Claude Opus 5: What Anthropic's July 24 Launch Means for Agentic Coding</title>
      <link>https://botspot.dev/topics/claude-opus-5-2026/</link>
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      <description>Near-frontier intelligence at half the price of Opus 4.8, aimed at long-running agents. What it changes for Claude Code users, how to route it versus Sonnet 5, and the real cost math for agentic coding workflows.</description>
      <category>Models</category>
      <pubDate>Fri, 31 Jul 2026 12:00:00 GMT</pubDate>
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      <title>Grok 4.5 for AI Coding in 2026: What xAI's Coding-Focused Model Actually Delivers</title>
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      <description>xAI launched Grok 4.5 on July 8, 2026 as a coding-focused model. An honest developer assessment of where it fits against GPT-5.6 Sol and Claude Sonnet 5, BYOK tool compatibility, and when it earns a place on the shortlist.</description>
      <category>Models</category>
      <pubDate>Fri, 31 Jul 2026 12:00:00 GMT</pubDate>
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      <title>Windsurf Is Now Devin Desktop: What the June 2026 Rebrand Means for Your Team</title>
      <link>https://botspot.dev/topics/windsurf-devin-desktop-2026/</link>
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      <description>Windsurf was rebranded to Devin Desktop on June 2, 2026, after Cognition acquired it in December 2025. What changes for existing users, what the Cascade agent end-of-life means, and how to evaluate the new product honestly.</description>
      <category>Editors</category>
      <pubDate>Tue, 28 Jul 2026 12:00:00 GMT</pubDate>
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      <title>Claude Opus 5 in GitHub Copilot: What Multi-Vendor Model Choice Actually Changes</title>
      <link>https://botspot.dev/topics/copilot-claude-opus5-2026/</link>
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      <description>GitHub added Anthropic's Claude Opus 5 to Copilot on July 24, 2026. When to route to Opus 5 vs GPT-5.6 Sol, the new multi-repo Workspace context, and whether this closes the gap with Claude Code CLI.</description>
      <category>Editors</category>
      <pubDate>Mon, 27 Jul 2026 12:00:00 GMT</pubDate>
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      <title>Pi by Inflection AI in 2026: Honest Developer Assessment</title>
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      <description>Pi appears in coding-assistant roundups alongside Claude Code and Cursor. That placement misdirects. What Pi actually is, where it has real developer use cases, and why Inflection-3 as an open-weight model is the more interesting story.</description>
      <category>Models</category>
      <pubDate>Mon, 27 Jul 2026 12:00:00 GMT</pubDate>
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      <title>Llama 4 for AI Coding in 2026: BYOK Agent Stacks, Self-Hosting, and the Real Performance Gap</title>
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      <description>Meta's Llama 4 Scout and Maverick have 10M-token context windows and run locally via Ollama. Where they fit in real coding agent stacks, where they still fall short of Claude and GPT-5.x, and the self-hosting math for high-volume teams.</description>
      <category>Models</category>
      <pubDate>Sat, 25 Jul 2026 12:00:00 GMT</pubDate>
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    <item>
      <title>Securing AI Coding Agent Pipelines in CI/CD in 2026: What Claude Code, Codex, and Cline Actually Touch</title>
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      <description>AI coding agents in CI/CD read your full repo, ingest untrusted PR content, and can write back to your repository. A developer-grade checklist covering prompt injection, secret exfiltration, privilege escalation, and supply chain risk.</description>
      <category>Security</category>
      <pubDate>Sat, 25 Jul 2026 12:00:00 GMT</pubDate>
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