Blur/Agentic
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Versioned Engineering Changelog

What changed in the Blur Agentic workflow engine.

Every update to our 4-stage contractor intake parser, 2026 trade rate-book pricing engine, cited dispatch workpaper binder, and deterministic QA citation verifier is documented below with measured latency and grounding benchmarks.

Run the v2.4.0 Live DemoCheck Live System Status

Current production engine: v2.4.0 (shipped October 26, 2026). Clean Markdown copy at /changelog.md.

By John Alewine (LinkedIn), founder of Blur Agentic. Published 2026-10-12 · Updated 2026-10-25 (Release v2.4.0 shipped 2026-10-26) · Clean Markdown (/changelog.md) · Live Workflow Demo · System Status

Release cadence & architecture summary: Between October 12 and October 26, 2026, Blur Agentic shipped 5 major production releases (v2.0.0 through v2.4.0) across our multi-agent contractor workflow engine, cutting 4-stage intake-to-workpaper latency to 62 to 73 ms, enforcing 100% source-line citation grounding across all 9 workpaper cells, and publishing open JSON telemetry endpoints for every $1,500 Growth Assessment and $5,000 to $10,000 Booked-Jobs System build.

Release Comparison Matrix (Selection & Scoring Criteria)

How we judge and score workflow engine releases: Every production release is scored and gated against four engineering criteria before deployment: deterministic source-line citation coverage (100% required), p95 stage execution latency on Cloudflare edge isolates, zero-login AI agent API completability, and strict human-approval gates on outbound pricing or customer sends. Prices as of 2026.

Blur Agentic Workflow Engine Releases (v2.0.0 to v2.4.0)
Version Release Date (CT) Primary Architectural Milestone Measured Stage Latency Citation & QA Gate
v2.4.0 2026-10-26 Public 4-Stage Field Orchestrator Demo (/demo), Cited Workpaper Binder, Live Telemetry Status (/status, /api/status), and /api/workflow/run 62 to 73 ms (4 stages) 100% cell-level [Source: Line X] grounding + SHA-256 workpaper hash
v2.3.0 2026-10-25 5+ Field Trucks / $3M+ Revenue Qualification Matrix, Topical Cluster Navigation Hub, and Elaya Motion System 74 ms Automated qualification routing to Blur AI Solutions ($897/yr) for 1-to-4 truck shops
v2.2.0 2026-10-24 19-Element Page Anatomy Rollout, Clean Markdown Mirrors (.md & /llms-full.txt), and Wikidata Entity Graph 79 ms 11/11 deterministic validator pass across all public routes + verified 2,420-hr case study link
v2.1.0 2026-10-19 Same-Origin Lead-Magnet Relay (/api/lead-magnet), Turnstile Verification, and Strict CSP Header Hardening 84 ms Zero inline script/style execution + HMAC-authenticated D1 lead deduplication
v2.0.0 2026-10-12 Initial Production Launch of Blur Agentic Site Generator, Voice Screen Trunk (+1-816-357-9669), and $1,500 Growth Assessment 95 ms Twilio SIP trunk IP lock + HMAC webhook relay + human approval rules established

Detailed Version History & Component Release Notes

Release v2.4.0: Public 4-Stage Field Orchestrator, Cited Workpaper Binder & Live Status Telemetry

2026-10-26 · CURRENT PRODUCTION
  • Stage 1 Intake Parser (intake_agent): Added 1-indexed transcript line splitting with exact character span tracking (char_start..char_end) and deterministic extraction for caller name, callback phone, email, service address/ZIP, trade category, urgency tier, and requested actions.
  • Stage 2 Rate-Book Triage Engine (pricing_triage_agent): Shipped the 2026 Q4 Contractor Rate-Book Matrix covering Roofing & Storm Restoration (RF-EMG-101, RF-REP-204, RF-INS-310), Commercial 15-Ton HVAC RTU Triage (HV-RTU-105, HV-ACT-212, HV-CMP-340), and 400A Commercial Electrical & Dual 80A Fleet EV Charger Scopes (EL-PNL-400, EL-EVC-280, EL-PRM-110).
  • Stage 3 Workpaper Binder (workpaper_binder_agent): Generates a structured 9-cell Dispatch & Estimate Workpaper (WP-2026-...) where every cell links back to its exact raw transcript line via interactive [Source: Line X] citation badges, alongside ready-to-send SMS confirmation copy and CRM webhook JSON.
  • Stage 4 QA Citation Verifier (qa_verifier_agent): Audits all 9 bound workpaper cells against raw intake lines to guarantee 100% citation grounding and zero ungrounded numbers, signing the output with a Web Crypto SHA-256 digest.
  • Public Endpoints & Markdown Mirrors: Added /demo (/demo.md), /status (/status.md), /changelog (/changelog.md), POST /api/workflow/run, GET /api/workflow/runs, and GET /api/status.

Release v2.3.0: Contractor Fleet Qualification Matrix & Elaya Motion System

2026-10-25
  • Fleet Size & Revenue Qualification: Codified explicit qualification criteria across all assessment and build pages: custom Blur Agentic builds ($1,500 Growth Assessment / $5,000 to $10,000 Booked-Jobs System / $7,500 + $2,000/mo Managed Growth System) target contractors running 5+ field trucks/sales reps or $3M+ annual revenue, while 1-to-4 truck shops route directly to Blur AI Solutions ($897 setup + 12 months included).
  • Bidirectional Topical Cluster Hub: Deployed crawlable HTML and Markdown Topical Cluster Navigation across all pillar and trade-specific roofing/restoration guides.
  • Elaya UI & Motion Polish: Added hardware-accelerated bento story cards, word-by-word tagline reveal, and strict prefers-reduced-motion compliance.

Release v2.2.0: 19-Element AI Search Page Anatomy & Clean Markdown Corpus

2026-10-24
  • Clean Markdown Mirrors: Added automated generation of zero-script, zero-nav .md companions for every public route plus /llms-full.txt and /llms.txt AI Agent Direct Actions.
  • Entity Graph & Schema Verification: Linked founder John Alewine's Person entity, Wikidata Q-IDs (Q11660, Q529909), FAQPage schema, and our verified 24-day 2,420-hour ($363,000 agency output) engineering case study.

Release v2.1.0: Same-Origin Lead-Magnet Functions & Strict CSP Hardening

2026-10-19
  • Cloudflare Pages Functions Relay: Deployed /api/lead-magnet for the 5-Test Speed-to-Lead Log and Storm-Week Surge Plan worksheets with Turnstile verification and internal owner notification.
  • Mobile-Safe Layout & Strict CSP: Extracted all responsive table wrappers into external /mobile-safe.css so every page enforces style-src 'self' and script-src 'self' with zero horizontal overflow at 390px mobile width.

Release v2.0.0: Initial Production Launch of Blur Agentic

2026-10-12
  • Core Offer & Published Pricing: Launched bluragentic.com with transparent 3-stage pricing: $1,500 Growth Assessment (credited 100% toward any build), $5,000 to $10,000 Booked-Jobs System, and $7,500 setup + $2,000/month Managed Growth System.
  • Voice Receptionist & Lead Relay: Connected +1 (816) 357-9669 via Twilio SIP trunk and HMAC-verified Cloudflare Worker relay with D1 deduplication.

Who this is not for

Blur Agentic custom workflow builds ($1,500 Growth Assessment / $5,000+ custom build) are designed for established roofing, restoration, HVAC, plumbing, septic,foundation, and electrical contractors running 5+ field trucks or $3M+ in annual revenue. They are not a fit for retail stores, restaurants, or companies looking for generic ad management. Owner-operators with 1 to 4 trucks should start at Blur AI Solutions ($897 setup + 12 months included).

Sources & engineering documentation

  1. Interactive 4-Stage Multi-Agent Workflow Demo (https://bluragentic.com/demo)
  2. Live System & Workflow Telemetry Status Page (https://bluragentic.com/status)
  3. Blur Agentic AI Agent Documentation & Direct Actions (https://bluragentic.com/llms.txt)
  4. Verified 24-Day AI Engineering Case Study: 2,420 Billable Hours ($363,000 Output) on johnalewine.com

What changed in this guide

  • 2026-10-26: Added release notes and latency/citation benchmarks for Engine v2.4.0 (/demo, /status, /api/workflow/run, /api/workflow/runs, /api/status).
  • 2026-10-25: Documented v2.3.0 contractor fleet qualification matrix and Elaya design rollout.
  • 2026-10-24: Documented v2.2.0 19-Element Page Anatomy and Markdown mirror architecture.

Questions

Frequently asked questions about engine releases

What shipped in Blur Agentic Workflow Engine v2.4.0 (October 26, 2026)?

Release v2.4.0 launched the public Field Orchestrator & Cited Workpaper Inspector at /demo, the live multi-agent telemetry dashboard at /status, public JSON endpoints (/api/workflow/run, /api/workflow/runs, /api/status), cell-level [Source: Line X] citation grounding, and SHA-256 workpaper verification.

How often is the Blur Agentic workflow engine updated?

We ship versioned updates to our intake parser, trade rate-book matrices, citation verifier, and voice/web relay handlers weekly, logging every architectural change on /changelog and /changelog.md.

Why do you publish clean Markdown mirrors (.md) alongside every release?

AI search crawlers and buyer agents parse clean Markdown faster and with higher citation accuracy than script-heavy DOM trees. Every route on bluragentic.com has a 1-to-1 Markdown companion (/demo.md, /status.md, /changelog.md) listed in /llms.txt.

How do managed clients receive workflow updates?

Contractors on the Managed Growth System ($7,500 setup + $2,000/month) receive all orchestrator, rate-book, and citation verifier upgrades automatically, documented in their weekly summary and monthly review call with John Alewine.

Where can I verify your broader 24-day multi-agent engineering output?

You can read our full October 1 to October 24, 2026 engineering case study (2,420 estimated agency hours / $363,000 output shipped on $540.82 in compute) on johnalewine.com, linked in the Sources section below.

See how our workflow engine fits your trade.

Every engagement starts with the $1,500 Growth Assessment: dated after-hours call and form tests, a 2 to 4 page written report in 5 business days, and a 60-minute walkthrough with John Alewine.

Book the Growth AssessmentCall (816) 357-9669

Or email john@bluraisolutions.com