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Guides on auto-generated documentation, MCP tools for AI agents, git intelligence, and how repowise compares to other tools.
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  1. Comparisons

    GitHub Copilot Code Review Cost in 2026: $1.50 a Review, Actions Minutes and a Team Estimate

    A GitHub Copilot code review costs about $1.50 of AI Credits at the default Balanced level plus Actions minutes, and a Business seat is $19 a month.

    Read9 min read

  2. Comparisons

    Greptile Pricing in 2026: $1 a Credit, No Seat Fee, and What a Year Costs

    Greptile Pro costs $1 a credit with no seat fee. A Base review is 1 credit, Plus 3 and Apex 10, so 20 devs at 10 PRs a month pay about $2,400 a year.

    Read7 min read

  3. Engineering

    AI Code Review Cost per Pull Request When Coding Agents Write the PRs

    What AI code review costs per pull request when coding agents open 1,000 PRs a month: seat, credit, per-run and token billing worked out, with measured data.

    Read9 min read

  4. Engineering

    Leiden Communities vs PageRank for Finding Code Hotspots

    Leiden community detection maps the modules, PageRank ranks the central files, and git history finds the code hotspots. Real output from the repowise repo.

    Read9 min read

  5. Engineering

    The Healthiest Open-Source Repos by Language, October 2026

    Code health rankings for 147 popular open-source repos across Python, TypeScript, Go, JavaScript, Java, Rust, C# and C++, with the method behind each score.

    Read7 min read

  6. Comparisons

    AI Code Review Pricing Compared (2026): What 7 Tools Cost a Year for 5 to 200 Developers

    Most AI code review costs $1 to $25 a review or $19 to $48 a seat as of November 2026, about $120 to $576 per developer a year. Worked for 5 to 200 devs.

    Read10 min read

  7. Comparisons

    Augment Context Engine Alternatives for Claude Code, Cursor and Codex

    Augment's Context Engine bills per MCP query. Compare CodeGraph, Graphify, Serena, GitNexus, Sourcegraph, Greptile and repowise on price, license and reach.

    Read9 min read

  8. Comparisons

    CodeScene Pricing 2026: What a 10, 50 or 200-Dev Team Pays (and Cheaper Options)

    CodeScene charges €18 or €27 per active author a month. Worked yearly costs for 10, 50 and 200 developers, what counts as an author, and cheaper options.

    Read7 min read

  9. Comparisons

    CodeSee Alternatives: Codebase Map and Visualizer Tools for 2026

    CodeSee's public site no longer loads after GitKraken bought it. Compare six tools that replace its codebase maps, PR review maps and dependency graphs.

    Read8 min read

  10. Comparisons

    DeepWiki Alternatives 2026: OpenWiki, Google Code Wiki, DeepWiki-Open, repowise

    Five DeepWiki alternatives compared on the same three repos: how far behind HEAD each wiki was, self-hosting, private repo support and agent access.

    Read10 min read

  11. Comparisons

    DeepWiki for Private Repos: Your Options in 2026

    DeepWiki for private repos runs through a Devin account. We compare it with self-hosted and hosted routes on cost, data handling and freshness.

    Read8 min read

  12. Comparisons

    IcePanel Alternatives (Including Open Source) for C4 in 2026

    Compare seven IcePanel alternatives for C4 diagrams, from open source Structurizr and LikeC4 to Ilograph and C4 generated from code, with prices.

    Read8 min read

The data behind these posts

Every number we publish, with its conditions. Measured against four open source tools and a bare-agent control, with sample sizes, p-values and raw data.

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