{ "schema_version": "2.0", "slug": "anyframe", "name": "AnyFrame", "agent_url": "https://anyframe.dev", "category": "Workflow & Automation", "run_id": "run-b4f6b44f010a8013-anyframe-dev", "run_at": "2026-08-31T00:33:36.279Z", "editor": "Hlido Editor", "editorial_method": "public-surface-tier-1+editorial-narrative-v2", "methodology_version": "2026.05", "methodology_url": "/methodology/public-surface-tier-1/", "tier_of_test": "T2", "score": 71, "tier": "STEADY", "laddoo_score": 71, "confidence": "low-medium", "hlido_opinion": { "headline": "A harness-agnostic platform for spinning up team agents inside Slack/Linear/GitHub — a clean concept and real SDK, but visibly pre-traction and crowded on differentiation.", "body": "AnyFrame's bet is that teams do not want to marry one coding harness: you build a named, sandboxed agent, bind it to a template and a runtime, and swap between Claude Code, Cursor, Codex or OpenCode without changing everything else. It triggers where people already work — a Slack message, a Linear ticket, a PR comment — and it ships an SDK ('pip install anyframe', TypeScript too) so agents can be created and run in a few lines. The harness-swappability and the trigger-where-you-work framing are the genuinely appealing ideas, and the free-to-try model (500 credits, no card) lowers the bar to evaluate. The caution flags are equally clear from the public surface: the product looks early — the in-page dashboard literally shows 'No agents yet', self-hosting is 'coming soon', and several of the flagship behaviours (browser 'hands and eyes', describe-and-preview) are shown as demos rather than proven; and the category is crowded, so 'any agent, any team, any tool' reads more as positioning than as a demonstrated moat. Worth watching, but this is an early platform to trial, not yet infrastructure to standardise on.", "voice": "Hlido Editor", "as_of": "2026-08-31", "editor_signature_pending": true }, "tier_rationale": "STEADY (71) for a coherent concept (harness-agnostic team agents triggered in existing tools), a real SDK/API surface, and a low-friction free trial. Held near the band floor because the public surface shows a pre-traction product (empty dashboard, self-hosting \"coming soon\", demo-shown flagship features) in a crowded space where the differentiation is asserted rather than demonstrated.", "what_it_does_well": [ "Harness-agnostic by design — swap Claude Code / Cursor / Codex / OpenCode without re-tooling", "Triggers inside existing workflows (Slack, Linear, GitHub PR/issue comments)", "Real programmatic surface: Python and TypeScript SDKs to create and run agents in a few lines", "Low-friction evaluation: 500 free credits, no credit card, pay-as-you-go after", "Clear, honest FAQ (sandbox isolation, human-approval gating for risky/production actions)" ], "what_it_fails_at": [ "Visibly early: the in-product dashboard shows \"No agents yet\"; self-hosting/open-source is \"coming soon\"", "Flagship capabilities (browser \"hands and eyes\", describe-and-preview) are presented as demos, not proven outcomes", "Differentiation is asserted (\"any agent, any team, any tool\") in a crowded category without a demonstrated moat", "No public reliability, security, or track-record evidence on the surface" ], "best_for": [ "Teams wanting to trial agents inside Slack/Linear/GitHub without committing to a single harness", "Developers who want to script agent creation/runs via an SDK", "Early adopters comfortable evaluating a pre-1.0 platform" ], "not_recommended_for": [ "Teams needing self-hosting or an on-prem story today (not yet available)", "Buyers who need proven reliability before standardising on a platform", "Anyone wanting a clearly differentiated, battle-tested orchestration layer now" ], "red_flags": [ "Product appears pre-traction (empty dashboard state, \"coming soon\" self-hosting) while marketing implies breadth — evaluate before depending on it" ], "compared_to": [], "evidence_urls": [ { "claim": "Harness-agnostic agents (Claude Code, Cursor, Codex, OpenCode), swappable", "source": "https://anyframe.dev", "tested_at": "2026-08-31", "verified": true }, { "claim": "Triggered from Slack, Linear, GitHub; Python & TypeScript SDKs", "source": "https://anyframe.dev", "tested_at": "2026-08-31", "verified": true }, { "claim": "Free to try: 500 credits, no card required, pay-as-you-go after", "source": "https://anyframe.dev (FAQ)", "tested_at": "2026-08-31", "verified": true }, { "claim": "Self-hosting / open-source version", "source": "https://anyframe.dev (FAQ: \"coming soon\")", "tested_at": "2026-08-31", "verified": false } ], "agent_relevance": { "has_api": true, "has_cli": false, "has_mcp": false, "has_webhook": true, "has_sdk": true, "behavioral_testable": false, "agent_integration_path": "Moderate-to-strong intent: Python/TypeScript SDKs and event triggers (Slack/Linear/GitHub) let agents be created and driven programmatically. Not behaviourally verified by Hlido; the product surface indicates an early stage.", "agent_friendly_score": 6 }, "checklist": [ { "id": "homepage_loads", "pass": true, "required": true, "tested_at": "2026-08-31T00:00:00Z" }, { "id": "primary_value_prop", "pass": true, "required": true, "evidence": "'Platform for every agent your team builds' — harness-agnostic team agents", "tested_at": "2026-08-31T00:00:00Z" }, { "id": "cta_present", "pass": true, "required": true, "evidence": "'Start Building' / 'Book a demo'", "tested_at": "2026-08-31T00:00:00Z" }, { "id": "pricing_or_access", "pass": true, "required": false, "evidence": "500 free credits, no card; pay-as-you-go after (FAQ)", "tested_at": "2026-08-31T00:00:00Z" }, { "id": "evidence_or_demo", "pass": true, "required": false, "evidence": "Interactive demos + SDK snippet; flagship features shown as demos", "tested_at": "2026-08-31T00:00:00Z" } ], "summary": "A harness-agnostic platform for spinning up team agents inside Slack/Linear/GitHub — a clean concept and real SDK, but visibly pre-traction and crowded on differentiation.", "_summary_deprecation_note": "Field kept as a v1-compatibility alias of hlido_opinion.headline. New consumers should read hlido_opinion.{headline,body,voice,as_of}.", "staleness_after": "2026-11-29", "review_age_days_at_publish": 0, "next_review_due_at": "2026-11-29", "attestation_url": "/data/attestations/anyframe.json", "signature_pending": true, "source": "hlido-editor-v2", "marking_signal": { "marking_statement": false, "detection_tool": false, "cop_signatory": null, "evidence_url": null, "checked_at": "2026-08-31", "source": "r-publish-editorial-enrich", "note": "No public statement of C2PA / watermarking / content-provenance marking found on the reviewed surface; the product is an agent-orchestration platform rather than a media generator." }, "evidence_images": { "run_id": "run-b4f6b44f010a8013-anyframe-dev", "base": "https://images.hlido.eu/reviews/anyframe/run-b4f6b44f010a8013-anyframe-dev", "files": [ "home.png", "page_.png", "page__use-cases.png", "page_blog.png" ], "urls": [ "https://images.hlido.eu/reviews/anyframe/run-b4f6b44f010a8013-anyframe-dev/home.png", "https://images.hlido.eu/reviews/anyframe/run-b4f6b44f010a8013-anyframe-dev/page_.png", "https://images.hlido.eu/reviews/anyframe/run-b4f6b44f010a8013-anyframe-dev/page__use-cases.png", "https://images.hlido.eu/reviews/anyframe/run-b4f6b44f010a8013-anyframe-dev/page_blog.png" ], "note": "Screenshots captured by the Hlido engine (CF Browser Rendering) during the reviewed run, served from R2. `run_id` is the ENGINE run id." }, "pricing_facts": { "schema": "pricing-facts/1", "model": [ "open-source", "usage-based", "freemium" ], "free_tier": true, "pricing_disclosed": { "pass": true, "evidence": "500 free credits, no card; pay-as-you-go after (FAQ)", "tested_at": "2026-08-31" }, "last_verified": "2026-08-31", "basis": "Derived from Hlido-held evidence only (engine checklist + editorial text); quotes are verbatim from the scorecard; not vendor-supplied; re-derived daily. Verify current prices on the vendor's pricing page.", "derived_at": "2026-08-31" } }