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    <title>spec-driven on tomrochette.com</title>
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      <title>CCPM</title>
      <link>https://tomrochette.com/agents/task-management/ccpm/</link>
      <pubDate>Fri, 23 Oct 2026 00:00:00 +0000</pubDate>
      <author>tom@tomrochette.com (Tom Rochette)</author>
      <guid>https://tomrochette.com/agents/task-management/ccpm/</guid>
      <category>research-note</category><category>agent-curated</category><category>fully-ai-generated</category><category>llm=glm-5.3-flash</category><category>task-management</category><category>github-issues</category><category>worktrees</category><category>multi-agent</category><category>spec-driven</category><category>open-source</category>
      <description>&lt;p&gt;CCPM is Automaze&amp;rsquo;s MIT-licensed Agent Skill that turns a PRD into epics and GitHub issues and then runs several agents across git worktrees in parallel, with GitHub Issues as the single source of truth.&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;What it is&#xA;    &lt;div id=&#34;what-it-is&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#what-it-is&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;p&gt;A skill, not an application: a &lt;code&gt;SKILL.md&lt;/code&gt; entry point plus reference files and fourteen bash scripts that any agentskills.io-compatible harness loads, documented for Claude Code, Codex, OpenCode, Factory, Amp, and Cursor.&#xA;The pipeline runs in five phases: guided brainstorming writes a PRD under &lt;code&gt;.claude/prds/&lt;/code&gt;, parsing turns it into a technical epic, decomposition writes numbered task files carrying &lt;code&gt;depends_on&lt;/code&gt;, &lt;code&gt;parallel&lt;/code&gt;, and &lt;code&gt;conflicts_with&lt;/code&gt; frontmatter, sync creates an epic issue with sub-issues in your repository, and execution splits one issue into parallel work streams inside a dedicated worktree at &lt;code&gt;../epic-&amp;lt;name&amp;gt;/&lt;/code&gt;.&#xA;GitHub Issues carry the project state: progress posts as issue comments, and every agent commit is formatted &lt;code&gt;Issue #N: &amp;lt;change&amp;gt;&lt;/code&gt;, so the audit trail runs PRD, epic, issue, code, commit.&#xA;Deterministic operations (status, standup, next, blocked) run as bash scripts over the local files, costing no model tokens.&#xA;It came out of Automaze, Ran Aroussi&amp;rsquo;s CTO-as-a-service consultancy, as the open-source companion to their delivery practice; the original &lt;code&gt;/pm:*&lt;/code&gt; slash-command version is preserved on the v1 branch.&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Status&#xA;    &lt;div id=&#34;status&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#status&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;p&gt;Active and used in the vendor&amp;rsquo;s own practice, mid-scale for this category.&#xA;As of 2026-10-23: 8,414 stars, 841 forks, 6 open issues, created 2025-08-18, pushed 2026-10-19, MIT-licensed, with no tagged releases, development moving on branches (main, v1, rc).&lt;/p&gt;&#xA;&lt;picture&gt;&#xA;  &lt;source media=&#34;(prefers-color-scheme: dark)&#34; srcset=&#34;https://api.star-history.com/chart?repos=automazeio/ccpm&amp;type=date&amp;theme=dark&amp;legend=top-left&#34; /&gt;&#xA;  &lt;source media=&#34;(prefers-color-scheme: light)&#34; srcset=&#34;https://api.star-history.com/chart?repos=automazeio/ccpm&amp;type=date&amp;legend=top-left&#34; /&gt;&#xA;  &lt;img alt=&#34;Star History Chart&#34; src=&#34;https://api.star-history.com/chart?repos=automazeio/ccpm&amp;type=date&amp;legend=top-left&#34; /&gt;&#xA;&lt;/picture&gt;&#xA;&lt;p&gt;The launch was a 175-point Show HN thread on 2025-08-20 with 112 comments, one of the larger community footprints in this category, and the discussion pushed back hard on the autonomous-parallelism pitch.&#xA;A September 2025 thread on subagent parallelization names ccpm beside BMAD and conductor, with the commenter&amp;rsquo;s own doubt that context-poor subagents can rely on a GitHub issue for their context.&#xA;In 2026 the project rebranded from &amp;ldquo;Claude Code PM&amp;rdquo; slash commands to a harness-agnostic skill following the agentskills.io standard, keeping v1 on its branch, and third-party writeups of the parallel-claims debate keep appearing.&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Strengths&#xA;    &lt;div id=&#34;strengths&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#strengths&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;GitHub Issues as the board means task state lives in the forge your team already watches: notifications, human-AI handoff, and the comment audit trail need no new infrastructure beyond an authenticated &lt;code&gt;gh&lt;/code&gt; CLI.&lt;/li&gt;&#xA;&lt;li&gt;The worktree-per-epic, streams-per-issue model is the clearest published recipe for splitting one feature across several agents, with &lt;code&gt;conflicts_with&lt;/code&gt; frontmatter naming the collisions before launch.&lt;/li&gt;&#xA;&lt;li&gt;Deterministic operations run as bash scripts, so the cheap questions never cost tokens.&lt;/li&gt;&#xA;&lt;li&gt;MIT and harness-agnostic under the agentskills.io standard, a license-and-surface combination the productized PRD pipeline in this category no longer offers.&lt;/li&gt;&#xA;&lt;li&gt;Traceability is structural, not aspirational: commit prefixes and issue-numbered task files put every code change inside the issue trail without asking for discipline.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Cautions&#xA;    &lt;div id=&#34;cautions&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#cautions&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;The Proven Results section (89% less context switching, 75% fewer bugs, 3x faster delivery, a 100% versus 27.7% eval) is the vendor&amp;rsquo;s own, with no third-party benchmark behind any figure.&lt;/li&gt;&#xA;&lt;li&gt;Launch-week coverage of the parallel pitch found the weak point: developers report agents need supervision and the bottleneck moves to review, so five parallel streams multiply the reviewing, not just the shipping.&lt;/li&gt;&#xA;&lt;li&gt;GitHub is a hard dependency: no GitHub repository, no &lt;code&gt;gh&lt;/code&gt; authentication, no system, and nothing works on GitLab or offline.&lt;/li&gt;&#xA;&lt;li&gt;Parent-child issue relationships want the &lt;code&gt;gh-sub-issue&lt;/code&gt; extension, with a task-list fallback that degrades the sync model.&lt;/li&gt;&#xA;&lt;li&gt;No tagged releases means pinning a commit of a moving main branch, and the v1-to-skill rewrite shows the surface can change wholesale.&lt;/li&gt;&#xA;&lt;li&gt;Project state lives in &lt;code&gt;.claude/&lt;/code&gt; directories, a Claude Code-flavored convention inside a nominally harness-agnostic skill.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Pricing&#xA;    &lt;div id=&#34;pricing&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#pricing&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;p&gt;The skill is free under MIT, with no hosted tier and no account.&#xA;Automaze sells consulting around it: CTO-as-a-Service retainers from $5,000 per month and MVP launches from $8,000, as of 2026-10-23.&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Price history&#xA;    &lt;div id=&#34;price-history&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#price-history&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;table&gt;&#xA;&#x9;&lt;thead&gt;&#xA;&#x9;&#x9;&#x9;&lt;tr&gt;&#xA;&#x9;&#x9;&#x9;&#x9;&#x9;&lt;th&gt;Date&lt;/th&gt;&#xA;&#x9;&#x9;&#x9;&#x9;&#x9;&lt;th&gt;Plan&lt;/th&gt;&#xA;&#x9;&#x9;&#x9;&#x9;&#x9;&lt;th&gt;Change&lt;/th&gt;&#xA;&#x9;&#x9;&#x9;&#x9;&#x9;&lt;th&gt;Source&lt;/th&gt;&#xA;&#x9;&#x9;&#x9;&lt;/tr&gt;&#xA;&#x9;&lt;/thead&gt;&#xA;&#x9;&lt;tbody&gt;&#xA;&#x9;&#x9;&#x9;&lt;tr&gt;&#xA;&#x9;&#x9;&#x9;&#x9;&#x9;&lt;td&gt;2026-10-23&lt;/td&gt;&#xA;&#x9;&#x9;&#x9;&#x9;&#x9;&lt;td&gt;Automaze consulting (not the skill)&lt;/td&gt;&#xA;&#x9;&#x9;&#x9;&#x9;&#x9;&lt;td&gt;Baseline: the skill is free under MIT; Automaze&amp;rsquo;s CTO-as-a-Service retainer starts at $5,000/mo and MVP launches at $8,000.&lt;/td&gt;&#xA;&#x9;&#x9;&#x9;&#x9;&#x9;&lt;td&gt;&lt;a href=&#34;https://automaze.io&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=automaze.io&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;automaze.io&lt;/a&gt;&lt;/td&gt;&#xA;&#x9;&#x9;&#x9;&lt;/tr&gt;&#xA;&#x9;&lt;/tbody&gt;&#xA;&lt;/table&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Compared to&#xA;    &lt;div id=&#34;compared-to&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#compared-to&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/task-management/task-master/&#34; &gt;Task Master&lt;/a&gt;: the other PRD-first pipeline; Task Master carries its own task store and a Commons Clause license, CCPM keeps MIT and rents the store from GitHub.&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/task-management/beads/&#34; &gt;beads&lt;/a&gt;: the repo-local counterpoint when GitHub cannot host your state; beads works offline and forge-agnostic, CCPM trades that for team-visible issues.&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/task-management/backlog-md/&#34; &gt;Backlog.md&lt;/a&gt;: the review-gate counterpoint; both keep the plan in readable files, Backlog.md&amp;rsquo;s board versions in git while CCPM&amp;rsquo;s lives in GitHub Issues.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Bottom line&#xA;    &lt;div id=&#34;bottom-line&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#bottom-line&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;p&gt;&lt;strong&gt;Recommended for teams already on GitHub and a skills-compatible harness who want the PRD pipeline and parallel agent execution without adopting another datastore.&lt;/strong&gt;&#xA;Not for non-GitHub or air-gapped setups, or anyone who needs benchmarked claims rather than vendor-reported ones.&#xA;My disagreeable claim: GitHub Issues is the most underrated agent task store in this category, and every repo-local tracker here re-creates, worse, the audit trail, assignee model, and notification fabric a forge already ships.&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Changes&#xA;    &lt;div id=&#34;changes&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#changes&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;2026-10-23 - Created from the coordinator handoff after the cross-category scan left automazeio/ccpm unmatched, recording the GitHub-Issues-as-board design, the worktree parallel execution, and the v1-to-skill rewrite.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;See also&#xA;    &lt;div id=&#34;see-also&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#see-also&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/task-management/task-master/&#34; &gt;Task Master&lt;/a&gt; - the PRD pipeline this method descends from, now a commercial engine&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/task-management/beads/&#34; &gt;beads&lt;/a&gt; - the repo-local graph tracker for teams that cannot host state on GitHub&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/task-management/backlog-md/&#34; &gt;Backlog.md&lt;/a&gt; - the markdown review-gate counterpoint&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/spec-driven-development/spec-kit/&#34; &gt;GitHub Spec Kit&lt;/a&gt; - the spec-first process layer without a runtime&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/task-management/task-management-feature-matrix/&#34; &gt;Task Management Feature Matrix&lt;/a&gt; - the category comparison this note joins&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;References&#xA;    &lt;div id=&#34;references&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#references&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://github.com/automazeio/ccpm&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=github.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://github.com/automazeio/ccpm&lt;/a&gt; - repository, MIT license, stars baseline, and push activity as of 2026-10-23&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://raw.githubusercontent.com/automazeio/ccpm/main/README.md&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=raw.githubusercontent.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://raw.githubusercontent.com/automazeio/ccpm/main/README.md&lt;/a&gt; - the workflow, parallel streams, proven-results claims, and the agent-skill rewrite&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://raw.githubusercontent.com/automazeio/ccpm/main/skill/ccpm/SKILL.md&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=raw.githubusercontent.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://raw.githubusercontent.com/automazeio/ccpm/main/skill/ccpm/SKILL.md&lt;/a&gt; - the skill entry point: the five phases, the script-first rule, and the harness list&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://api.github.com/repos/automazeio/ccpm&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=api.github.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://api.github.com/repos/automazeio/ccpm&lt;/a&gt; - stars, forks, dates, and license as of 2026-10-23&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://news.ycombinator.com/item?id=44960594&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=news.ycombinator.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://news.ycombinator.com/item?id=44960594&lt;/a&gt; - the 175-point, 112-comment Show HN launch thread (2025-08-20)&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://hn.algolia.com/api/v1/items/44960594&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=hn.algolia.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://hn.algolia.com/api/v1/items/44960594&lt;/a&gt; - the launch thread&amp;rsquo;s comment tree, the supervision and review skepticism&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://finance.biggo.com/news/202508201915_Claude_Code_PM_Parallel_AI_Development_Questioned&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=finance.biggo.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://finance.biggo.com/news/202508201915_Claude_Code_PM_Parallel_AI_Development_Questioned&lt;/a&gt; - the critical read of the parallel-execution claims&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://automaze.io&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=automaze.io&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://automaze.io&lt;/a&gt; - the vendor: Ran Aroussi, CTO-as-a-Service from $5,000/mo&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://news.ycombinator.com/item?id=45237239&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=news.ycombinator.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://news.ycombinator.com/item?id=45237239&lt;/a&gt; - the 2025-09-14 comment naming ccpm beside BMAD and conductor, with the context-starvation doubt&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;</description>
      
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