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Research sweep · deep · 2025 – 2026

The Agent Harness Landscape and the Shift to Markdown-Defined, Event-Driven Agents

How coding and general-purpose agent harnesses evolved between October 2025 and October 2026 (Claude Code, OpenAI Codex CLI, OpenCode, Pi, Antigravity CLI, Cursor, Amp, OpenClaw): adoption and user base, the move to event-driven and multi-agent workflows defined in markdown, the SKILL.md Agent Skills standard and its most popular skills repositories, and whether harness scaffolding stays necessary as models improve

  • Claude Fable 5.1
  • financial
  • frontier
  • academic
  • vc
  • blogs
  • tech

Synthesised 2026-10-25

Narrative

The financial-press picture is dominated by money and usage figures, not harness architecture. The searches did not return full-text FT, WSJ, Reuters or Economist articles. Only one Bloomberg page (12 March 2026) was retrievable directly. Most other figures arrive second-hand through aggregators that cite Reuters or Bloomberg, so they are leads, not primary evidence. Anthropic's own Series G announcement of February 2026, as relayed by Constellation Research, is the cleanest vendor-reported anchor. It put company run-rate revenue at $14bn, Claude Code run-rate above $2.5bn (doubled since 1 January), and more than 500 customers spending over $1m a year.

Later Anthropic numbers rest on weaker sourcing. Aggregators say Reuters and Bloomberg reported a run rate above $30bn in April, above $47bn in May and above $65bn at the end of July 2026, the last from an investor update. They also say an IPO prospectus showed roughly $4.6bn of 2025 revenue. A Claude Code figure of about $8bn for May 2026 appears only on a statistics blog with no traceable primary source, so treat it as unverified. On OpenAI's side, the cleanest series is vendor-reported weekly Codex users: over 2m (31 March 2026), over 4m (21 April), over 5m (2 June, about 20% knowledge workers). Later 10m, 20m and 25m claims use different or undefined metrics and should not be chained onto that series.

Cursor shows where investors put harness value. Bloomberg reported on 12 March 2026 that Cursor was in talks at about $50bn, nearly double its autumn 2025 valuation (the Series D was $29.3bn in November 2025). Secondary sources say SpaceX took an option in April 2026 to buy it for $60bn, exercised it on 16 June in an all-stock deal, and closed on 14 August. One mirror of Wikipedia attributes the April option to xAI, so the counterparty entity needs a primary filing. The roughly $4bn ARR figure is an estimate from data-aggregator sites, not a disclosure.

Subscription policy shaped harness choice more than features did. From 4 April 2026 Anthropic stopped Pro and Max limits covering OpenClaw and other third-party harnesses, requiring pay-as-you-go "extra usage" (The Next Web, citing The Verge-reported emails). Anthropic's stated rationale was that subscriptions were not designed for these usage patterns. Secondary sources claim $200 Max plans were running $1,000 to $5,000 of agent work, but that is anecdotal. OpenClaw's creator, Peter Steinberger, joined OpenAI in February 2026 and moved OpenClaw to Codex OAuth. This is the clearest evidence that lab pricing is a lever over harness adoption.

On skills, the evidence is mostly security research, not market sizing. An arXiv taxonomy (April 2026) says Agent Skills were adopted within months by Cursor, GitHub Copilot and Gemini CLI, with no mandatory marketplace review and a near-zero authorship barrier. HiddenLayer says skills are not signed and are rarely vetted. A curated security list cites a 98,380-skill analysis finding 157 confirmed-malicious skills, and Trail of Bits scanner bypasses against ClawHub and skills.sh. An earlier study cited by SafeDep found 26.1% of 31,132 analysed skills had at least one vulnerability. No retrieved source in this lane gave verified star counts for anthropics/skills, obra/superpowers or the other seeded repositories, so any such tallies remain untraced here.


Sources

ID Title Outlet Date Significance
f1 AI Coding Startup Cursor in Talks for About $50 Billion Valuation Bloomberg 2026-03 Bloomberg report (primary financial press) that Cursor was seeking a round at about $50bn, nearly double its autumn 2025 mark, anchoring investor appetite for harness companies.
f2 Anthropic's Claude Code revenue doubled since Jan. 1 Constellation Research 2026-02 Relays Anthropic's February 2026 Series G disclosures: $14bn company run rate, Claude Code above $2.5bn (vendor-reported), 500+ customers over $1m a year.
f3 Is Anthropic Profitable in 2026? Claude Code's Role in Q2 Growth CodeConductor 2026-08 Aggregates a dated run-rate timeline ($14bn Feb, $30bn+ April, $47bn+ May, $65bn+ end July, attributed to Bloomberg and Reuters) and warns run rate is not recognised revenue; secondary, needs primary confirmation.
f4 Anthropic Revenue and Valuation Statistics (October 2026) Exploding Topics 2026-10 Secondary compilation citing Bloomberg, CNBC and Reuters for a $65bn run rate at end July 2026 and roughly $4.6bn of 2025 revenue per an IPO prospectus; a lead to chase, not a primary source.
f5 Anthropic AI Statistics 2026: Users, Revenue & Market Share Panto 2026-05 Records Claude Code at over $500m run rate by September 2025, then over $2.5bn by February 2026, and doubled weekly active users since 1 January 2026 (vendor-reported, relayed).
f6 Claude Code Statistics 2026: Revenue, Market Share & Growth AI Business Weekly 2026-07 Source of an unverified Claude Code figure of about $8bn ARR for May 2026 and a 54% market share claim; flagged here as untraceable to a primary source.
f7 OpenAI Codex Statistics 2026: Data and Facts Gradually 2026-10 Separates comparable Codex weekly-active-user figures (2m March, 4m April, 5m June 2026) from later 10m, 20m and 25m claims with undefined metrics.
f8 OpenAI touts broadening Codex usage with 5 million weekly active users Constellation Research 2026-06 Dated 2 June 2026 relay of OpenAI's vendor-reported 5m weekly Codex users, with knowledge workers about 20% of users.
f9 Codex AI Statistics 2026: Users, Revenue & Growth Panto 2026-07 Gives Codex CLI GitHub stars (99,624 on 19 July 2026) and npm downloads (41.8m in May 2026), plus 7m and 8m weekly users in July after the Codex and ChatGPT desktop merger; secondary, labelled as such.
f10 Cursor in talks to raise $2B at $50B valuation after hitting $2B ARR in three years The Next Web 2026-03 Records Cursor's $29.3bn Series D in November 2025 and the investor line-up (a16z, Thrive, Nvidia) for the next round, tracing the valuation path.
f11 [Cursor (company)](https://en.wikipedia.org/wiki/Cursor_(company) Wikipedia 2026-08 Summarises the April 2026 SpaceX option, the 16 June exercise and the 14 August 2026 close; a related Anysphere page names xAI as the April counterparty, so the acquirer entity should be checked against filings.
f12 Cursor (Anysphere): Revenue, Funding & Valuation (2026) ValueAddVC 2026-08 Estimates Cursor ARR at about $4bn (May 2026) and notes conversion to roughly 389 million SpaceX shares; an investor-analyst estimate, not a disclosure.
f13 Anthropic cuts Claude subscribers off from OpenClaw in cost crackdown The Next Web 2026-04 Documents the 4 April 2026 end of subscription coverage for third-party harnesses, the new pay-as-you-go tier, and Steinberger's reaction after joining OpenAI.
f14 Anthropic blocks OpenClaw from Claude subscriptions TechBuzz 2026-04 Attributes the April 2026 policy to emails reported by The Verge and describes the practical cost impact on OpenClaw-dependent workflows.
f15 Tell HN: Anthropic no longer allowing Claude Code subscriptions to use OpenClaw Hacker News 2026-04 Practitioner reaction thread (anecdotal) on subscription pricing at marginal cost and capacity constraints as the likely cause of the policy.
f16 The Next AI Supply Chain Risk: Malicious Skills in Agentic AI HiddenLayer 2026-06 Vendor security research stating that skills are not cryptographically signed and are rarely vetted, using OpenClaw as the case study and extending the risk to enterprise coding tools.
f17 Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis arXiv 2026-04 Academic paper stating that Agent Skills were adopted across Cursor, GitHub Copilot and Gemini CLI within months and lack mandatory marketplace review.
f18 Agent Skills: Explore security threats and controls Red Hat Developer 2026-03 Red Hat Developer guidance on malicious scripts, filesystem tampering and prompt injection in skills, an enterprise-vendor view of governance controls.
f19 Agent Skills Threat Model SafeDep 2026-01 Cites a study of 42,447 skills in which 26.1% of 31,132 analysed had at least one vulnerability, and lists typosquatting and hidden-injection threats.
f20 awesome-agent-skills-security GitHub 2026-08 Curated index citing a 98,380-skill registry analysis with 157 confirmed-malicious skills, and Trail of Bits scanner bypasses against ClawHub and skills.sh.
f21 MalSkillBench: A Runtime-Verified Benchmark of Malicious Agent Skills arXiv 2026-06 Shows skills persisting through a SessionStart hook written to Claude Code settings, linking skill security to the event-driven hooks layer of harnesses.
f22 Claude AI Statistics 2026: Revenue, Users & Market Share getpanto.ai 102 days ago Retrieved by this lane's web search.
f23 Claude Code Is Doing $2.5B in Annualized Revenue - Just from the Terminal Tool mindstudio.ai 168 days ago Retrieved by this lane's web search.
f24 Claude Code Is Doing $2.5B in Annualized Revenue - Bigger Than Most Public SaaS Companies mindstudio.ai 169 days ago Retrieved by this lane's web search.
f25 Claude Code Usage Statistics 2026 (New Data) 📊 serpsculpt.com 156 days ago Retrieved by this lane's web search.

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