TheFocus.ai map + diagnosis

A rendered inventory of the non-blog surface: commercial pages, product/platform pages, case studies, labs/reports/tools/use-cases, screenshots in desktop and 393×852 mobile, plus short walkthrough videos.

116working URLs
95primary non-blog pages
43404s found
21post archives excluded
1279headings captured

Primary URL families

Core8
Offering5
Case study9
Lab index3
Report/deep-dive34
Recipe/tool content29
Tool app1
Use-case detail5
Job detail1

Walkthrough video evidence

Videos complement the full-page screenshots below. Mobile uses the corrected 393×852 viewport.

core desktop walkthrough
core mobile walkthrough
labs desktop walkthrough
case detail walkthrough

Architecture diagnosis

1. Strong two-engine site

  • The commercial engine is clear: Home → Capabilities → Habitat OS → Case Studies → Offerings.
  • The labs engine is also rich: Reports, Tools, Recipes, Use cases, coding-agent step pages.
  • The opportunity is to make the relationship between these two engines explicit: “production proof” vs “research lab.”

2. Labs surface is deep but taxonomically loose

  • Reports, insights, tools, recipes, use-cases, and topic archive pages all exist.
  • Several pages title themselves as “posts” and feel like generated taxonomy archives.
  • Recommendation: add a single Labs hub with consistent page-type labels and route families.

3. Broken internal routes are visible

  • Three legacy case-study URLs 404: /upper-hand, /rivian-tbm, /samsung-702.
  • The AI Engineering report creates many nested relative-link 404s under /track/... and /speakers/...
  • Recommendation: add redirects for renamed case studies and fix report-relative links as absolute root-relative paths.

4. CTA hierarchy varies by family

  • Commercial pages generally drive to contact/consulting/product actions.
  • Labs pages often drive sideways into related artifacts without a consistent “what next?” conversion path.
  • Recommendation: define per-family CTAs: commercial = book/build; labs = read next/subscribe/contact for implementation.

5. Case-study corpus is substantial

  • 9 working case-study detail pages plus index sections by capability category.
  • These are the strongest proof assets; they should probably be cross-linked from Offerings and Habitat OS.

6. IA direction

  • Keep top nav small: Capabilities, Habitat OS, Case Studies, Labs, About.
  • Move Offerings under Capabilities or add “Solutions” as a conversion-focused sibling.
  • Treat Recipes/Reports/Tools as Labs content types, not peer brands.

Primary non-blog inventory

95 working primary pages. Full-page desktop screenshots are embedded; mobile screenshots are linked per card.

Core

TheFocus.AI | Building an Intelligent Organization

/

19headings
Desktop screenshot of /
height: 7842pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Building an Intelligent Organization
  • h2Meet Habitat OS
  • h2Trusted by industry leaders to deliver AI that performs
  • h3THE INSIGHT
  • h2The question nobody asks first
  • h3THE JOURNEY
  • h2From tribal to coherent
  • h3OUR APPROACH
  • h2How we deliver
Captured CTAs/links
Core

About | TheFocus.AI

/about

14headings
Desktop screenshot of /about
height: 4885pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Clarity through partnership
  • h2Our Founders
  • h3Ben Schippers
  • h3Will Schenk
  • h2Explore Our Work
  • h2Where innovation takes shape
  • h3Ready to explore what's possible?
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
Captured CTAs/links
Core

AI Maturity Framework & Consulting Services | TheFocus.AI

/capabilities

42headings
Desktop screenshot of /capabilities
height: 9056pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Where is your organization on the AI journey?
  • h2Six levels of AI maturity
  • h3Tribal
  • h3Experimenting
  • h3Legible
  • h3Knowledgeable
  • h3Adaptive
  • h3Self-Improving
  • h3Tribal
Captured CTAs/links
Core

AI Implementation Case Studies | TheFocus.AI

/case-studies

22headings
Desktop screenshot of /case-studies
height: 6171pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Real problems. Measurable results.
  • h2Conversational AI
  • h3Voice-First AI for 50M+ Smart TVs: Building Perplexity for Samsung
  • h378% Faster Talent Decisions: AI-Powered Celebrity Analytics for Media Networks
  • h327% Higher Conversion: Building a Conversational AI Layer for Tesla and Rivian Data
  • h2Data Intelligence
  • h394.5% Accuracy on Invoice Parsing: AI-Powered Accounts Payable for Multi-Location Food Service
  • h3From Noise to Signal: AI-Powered Content Intelligence Across Twitter, YouTube, and Podcasts
  • h3From 15 Minutes to 30 Seconds: AI-Powered Benefits Document Extraction
Captured CTAs/links
Core

Habitat OS — Enterprise Agent Platform | TheFocus.AI

/habitat-os

61headings
Desktop screenshot of /habitat-os
height: 14814pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Habitat OS. Production AI, under your control.
  • h2What is a Habitat?
  • h2Four commitments your security team can verify.
  • h3Your cloud, your keys, your rules.
  • h3Auditable engine, accountable distribution.
  • h3The people who built it run it.
  • h3Build one, the next one is easier.
  • h2Your best prompts shouldn't die in one person's chat history.
  • h3Their stream, their control.
Captured CTAs/links
Core

Use Cases | TheFocus.AI Labs

/use-cases

16headings
Desktop screenshot of /use-cases
height: 4744pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Use Cases
  • h2Single file swift mini-apps
  • h2Don't be passive aggressive with your agents
  • h2Schema-Driven AI: Better User Experiences with Structured Output
  • h2Image Gen on Apple Silicon
  • h2Recipes big and small
  • h2Exposing Services with MCP
  • h2Slicing up a design from figma
  • h2INTERACTIVE EXPLORATIONS
Captured CTAs/links
Core

Vibe Check | TheFocus.AI

/vibe-check

35headings
Desktop screenshot of /vibe-check
height: 7261pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Your team built it fast. Now make it last.
  • h2The vibe coding wall
  • h3"It works in demo"
  • h3"Nobody wants to touch it"
  • h3"Is this even secure?"
  • h3"IT is going to shut this down"
  • h2HOW IT WORKS
  • h3The Vibe Check
  • h3The Cleanup
Captured CTAs/links
Offering

AI-Powered Customer Onboarding | TheFocus.AI

/offerings/customer-onboarding

16headings
Desktop screenshot of /offerings/customer-onboarding
height: 4379pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1New client setup shouldn't depend on who remembers what
  • h2THE PROBLEM
  • h3Sound familiar?
  • h2OUR APPROACH
  • h3How we fix this
  • h2PROOF
  • h3We've done this before
  • h2RELATED OFFERINGS
  • h2Ready to make every onboarding feel like your hundredth?
Captured CTAs/links
Offering

AI-Powered Executive Reporting | TheFocus.AI

/offerings/executive-reporting

16headings
Desktop screenshot of /offerings/executive-reporting
height: 4193pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Your executives shouldn't wait for slides
  • h2THE PROBLEM
  • h3Sound familiar?
  • h2OUR APPROACH
  • h3How we fix this
  • h2PROOF
  • h3We've done this before
  • h2RELATED OFFERINGS
  • h2Ready to give your executives real-time answers?
Captured CTAs/links
Offering

AI-Powered Hiring Pipeline | TheFocus.AI

/offerings/hiring-pipeline

16headings
Desktop screenshot of /offerings/hiring-pipeline
height: 4205pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Stop losing candidates to your own process
  • h2THE PROBLEM
  • h3Sound familiar?
  • h2OUR APPROACH
  • h3How we fix this
  • h2PROOF
  • h3We've done this before
  • h2RELATED OFFERINGS
  • h2Ready to stop losing candidates to process?
Captured CTAs/links
Offering

AI-Powered Invoice & AP Processing | TheFocus.AI

/offerings/invoice-processing

16headings
Desktop screenshot of /offerings/invoice-processing
height: 4239pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Every invoice is different. Your system should handle that.
  • h2THE PROBLEM
  • h3Sound familiar?
  • h2OUR APPROACH
  • h3How we fix this
  • h2PROOF
  • h3We've done this before
  • h2RELATED OFFERINGS
  • h2Ready to stop keying invoices by hand?
Captured CTAs/links
Offering

AI-Powered Monthly Close | TheFocus.AI

/offerings/monthly-close

16headings
Desktop screenshot of /offerings/monthly-close
height: 4165pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Your monthly close shouldn't take 10 days
  • h2THE PROBLEM
  • h3Sound familiar?
  • h2OUR APPROACH
  • h3How we fix this
  • h2PROOF
  • h3We've done this before
  • h2RELATED OFFERINGS
  • h2Ready to close the books faster?
Captured CTAs/links
Case study

6 Commands Replace 10+ Hours/Week: Building an AI-Powered Back Office

/case-study/ai-back-office

29headings
Desktop screenshot of /case-study/ai-back-office
height: 22583pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h16 Commands Replace 10+ Hours/Week: Building an AI-Powered Back Office
  • h2KEY RESULTS
  • h3The Challenge
  • h3Our Approach
  • h2Daily Operations: Important Over Urgent
  • h2Project Management: Connecting Conversations to Execution
  • h2Finance: Visibility
  • h2Hiring: 50 Applications in One Weekend
  • h2Client Communication: The Status Email I Kept Putting Off
Captured CTAs/links
Case study

From Noise to Signal: AI-Powered Content Intelligence Across Twitter, YouTube, and Podcasts

/case-study/distill

21headings
Desktop screenshot of /case-study/distill
height: 10492pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1From Noise to Signal: AI-Powered Content Intelligence Across Twitter, YouTube, and Podcasts
  • h2KEY RESULTS
  • h3The Challenge
  • h3Our Approach
  • h3Technical Implementation
  • h3What Made This Work
  • h3Results
  • h3Technical Summary
  • h3Architecture Diagram
Captured CTAs/links
Case study

94.5% Accuracy on Invoice Parsing: AI-Powered Accounts Payable for Multi-Location Food Service

/case-study/fountain-creek

24headings
Desktop screenshot of /case-study/fountain-creek
height: 8378pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h194.5% Accuracy on Invoice Parsing: AI-Powered Accounts Payable for Multi-Location Food Service
  • h2KEY RESULTS
  • h2The Challenge
  • h2Our Approach
  • h2Technical Implementation
  • h3The Pipeline
  • h3Structured Extraction with Gemini 3
  • h3Multi-Page Invoice Handling
  • h3Supplier Intelligence
Captured CTAs/links
Case study

Search 10,000 Images in Under 100ms: Vector-Powered Visual Discovery

/case-study/image-browser

20headings
Desktop screenshot of /case-study/image-browser
height: 11112pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Search 10,000 Images in Under 100ms: Vector-Powered Visual Discovery
  • h2KEY RESULTS
  • h3The Challenge
  • h3Our Approach
  • h3Technical Implementation
  • h3What Made This Work
  • h3Results
  • h3Technical Summary
  • h3Use Cases Beyond Photo Search
Captured CTAs/links
Case study

From 15 Minutes to 30 Seconds: AI-Powered Benefits Document Extraction

/case-study/onboarding

23headings
Desktop screenshot of /case-study/onboarding
height: 8410pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1From 15 Minutes to 30 Seconds: AI-Powered Benefits Document Extraction
  • h2KEY RESULTS
  • h2The Challenge
  • h2Our Approach
  • h2Technical Implementation
  • h3Serverless Processing Pipeline
  • h3Schema Validation Layer
  • h3SvelteKit Admin Frontend
  • h2What We Extracted
Captured CTAs/links
Case study

Voice-First AI for 50M+ Smart TVs: Building Perplexity for Samsung

/case-study/perplexity-samsung

19headings
Desktop screenshot of /case-study/perplexity-samsung
height: 8969pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Voice-First AI for 50M+ Smart TVs: Building Perplexity for Samsung
  • h2KEY RESULTS
  • h3The Challenge
  • h3Our Approach
  • h3Technical Implementation
  • h3What Made This Work
  • h3Results
  • h3Technical Summary
  • h2Facing a similar challenge?
Captured CTAs/links
Case study

57,000 Transactions Synced: Automated Construction Project Accounting from QuickBooks to Google Sheets

/case-study/qbsync

22headings
Desktop screenshot of /case-study/qbsync
height: 7670pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h157,000 Transactions Synced: Automated Construction Project Accounting from QuickBooks to Google Sheets
  • h2KEY RESULTS
  • h2The Challenge
  • h2Our Approach
  • h2Technical Implementation
  • h3Architecture
  • h3What We Fixed
  • h3Per-Project Reconciliation
  • h2Results
Captured CTAs/links
Case study

27% Higher Conversion: Building a Conversational AI Layer for Tesla and Rivian Data

/case-study/tezlab-ai

20headings
Desktop screenshot of /case-study/tezlab-ai
height: 8389pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h127% Higher Conversion: Building a Conversational AI Layer for Tesla and Rivian Data
  • h2KEY RESULTS
  • h3The Challenge
  • h3Our Approach
  • h3Technical Implementation
  • h3What Made This Work
  • h3Results
  • h3Technical Summary
  • h3How This Maps to Habitat OS
Captured CTAs/links
Case study

78% Faster Talent Decisions: AI-Powered Celebrity Analytics for Media Networks

/case-study/upperhand-ai

21headings
Desktop screenshot of /case-study/upperhand-ai
height: 10157pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h178% Faster Talent Decisions: AI-Powered Celebrity Analytics for Media Networks
  • h2KEY RESULTS
  • h3The Challenge
  • h3Our Approach
  • h3Technical Implementation
  • h3What Made This Work
  • h3Results
  • h3Technical Summary
  • h3Approach & Architecture
Captured CTAs/links
Lab index

Research Reports | TheFocus.AI Labs

/reports

15headings
Desktop screenshot of /reports
height: 5010pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1REPORTS & DEEP DIVES
  • h3Local Providers: Which Open Model Should You Actually Run?
  • h3Testing 48 LLMs Across 5 Dimensions for $4.63
  • h3Can LLMs Use Real-World Tools?
  • h3The Car Wash Test: Do LLMs Have Common Sense?
  • h3Weekend Coding Agent
  • h3AI Engineering Code Summit 2025
  • h3June 2025 Coding Agent Report
  • h2Subscribe to our newsletter
Captured CTAs/links
Report/deep-dive

AI Engineering Code Summit 2025 Report

/reports/aiecode-2025-11

6headings
Desktop screenshot of /reports/aiecode-2025-11
height: 2630pxmobile
Sections/headings
  • h1AI ENGINEERING CODE SUMMIT REPORT
  • h3LEADERSHIP
  • h3ENGINEERING
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

About - AI Engineering Code Summit

/reports/aiecode-2025-11/about

12headings
Desktop screenshot of /reports/aiecode-2025-11/about
height: 5650pxmobile
Sections/headings
  • h1ABOUT THIS REPORT
  • h1AI ENGINEERING CODE SUMMIT 2025 - ANALYSIS & INSIGHTS
  • h2NOTES
  • h2RAW NOTES & PHOTOS
  • h2SOME OF THE PROMPTS THAT GOT US HERE:
  • h2A DISCOURSIVE JOURNEY INTO SUBAGENTS
  • h2WILL SCHENK
  • h2ABOUT THE AUTHOR
  • h2ABOUT THE FOCUS AI
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
Captured CTAs/links
Report/deep-dive

Skills and Artifacts: The New Building Blocks for Agents - AI Engineering Code Summit

/reports/aiecode-2025-11/article/agents-building-artifacts.md

8headings
Desktop screenshot of /reports/aiecode-2025-11/article/agents-building-artifacts.md
height: 9094pxmobile
Sections/headings
  • h1SKILLS AND ARTIFACTS: THE NEW BUILDING BLOCKS FOR AGENTS
  • h2SKILLS: PROCEDURAL KNOWLEDGE AS FOLDERS
  • h2ARTIFACTS: DYNAMIC REPRESENTATIONS FOR EVERYONE
  • h2THE DEMOCRATIZATION STACK
  • h2THE UNIFIED ARCHITECTURE
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

DO NOT OUTSOURCE THE THINKING: Context Engineering & Human-AI Collaboration - AI Engineering Code Summit

/reports/aiecode-2025-11/article/context-engineering-human-ai-collaboration.md

4headings
Desktop screenshot of /reports/aiecode-2025-11/article/context-engineering-human-ai-collaboration.md
height: 8516pxmobile
Sections/headings
  • h1DO NOT OUTSOURCE THE THINKING: CONTEXT ENGINEERING & HUMAN-AI COLLABORATION
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

Data Collection & Quality as the New Bottleneck - AI Engineering Code Summit

/reports/aiecode-2025-11/article/data-collection-quality-bottleneck.md

10headings
Desktop screenshot of /reports/aiecode-2025-11/article/data-collection-quality-bottleneck.md
height: 7850pxmobile
Sections/headings
  • h1DATA COLLECTION & QUALITY AS THE NEW BOTTLENECK
  • h2MODEL STRENGTH OVER CLEVER TRICKS
  • h2VERIFICATION IS THE UNLOCK
  • h2REAL-WORLD TRAJECTORIES ARE THE GOLD
  • h2CLINE-BENCH
  • h2THE ENVIRONMENTS HUB
  • h2THE OPEN SCIENCE CALL
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

Environments as Universal Abstraction: The New Unit of Everything - AI Engineering Code Summit

/reports/aiecode-2025-11/article/environments-universal-abstraction.md

8headings
Desktop screenshot of /reports/aiecode-2025-11/article/environments-universal-abstraction.md
height: 7678pxmobile
Sections/headings
  • h1ENVIRONMENTS AS UNIVERSAL ABSTRACTION: THE NEW UNIT OF EVERYTHING
  • h2VERIFICATION-DRIVEN DEVELOPMENT: THE TEA KETTLE EXAMPLE
  • h2THE ENVIRONMENT HUB: SCALING THE ABSTRACTION
  • h2FROM RESEARCH TO PRODUCTION
  • h2THE NEW UNIT OF EVERYTHING
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

Model Quality Over Scaffolding: Minimalism in Agent Architecture - AI Engineering Code Summit

/reports/aiecode-2025-11/article/model-quality-over-scaffolding.md

8headings
Desktop screenshot of /reports/aiecode-2025-11/article/model-quality-over-scaffolding.md
height: 6365pxmobile
Sections/headings
  • h1MODEL QUALITY OVER SCAFFOLDING: MINIMALISM IN AGENT ARCHITECTURE
  • h2CURSOR: SMART PLANNING, FAST EXECUTION
  • h2AMP CODE: SUBAGENTS FOR CONTEXT, NOT CAPABILITY
  • h2METR: BENCHMARKS SHAPE MODELS
  • h2THE MINIMALIST THESIS
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

Reinforcement Learning for Specialized Models: The Economics of Domain Expertise - AI Engineering Code Summit

/reports/aiecode-2025-11/article/reinforcement-learning-specialized-models.md

11headings
Desktop screenshot of /reports/aiecode-2025-11/article/reinforcement-learning-specialized-models.md
height: 8992pxmobile
Sections/headings
  • h1REINFORCEMENT LEARNING FOR SPECIALIZED MODELS: THE ECONOMICS OF DOMAIN EXPERTISE
  • h2WHAT MAKES RL WORK
  • h2PROMPT LEARNING: NO WEIGHTS REQUIRED
  • h2ARFT: WEIGHT FINE-TUNING
  • h2PIPELINE RL: THE INFRASTRUCTURE
  • h2CODE WORLD MODELS: LEARNING FROM EXECUTION
  • h2SPEED: THE PAYOFF
  • h2THE NEW ECONOMICS
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
Captured CTAs/links
Report/deep-dive

SDLC Evolution: Good Software Engineering Practices, Amplified - AI Engineering Code Summit

/reports/aiecode-2025-11/article/sdlc-evolution-amplified-practices.md

6headings
Desktop screenshot of /reports/aiecode-2025-11/article/sdlc-evolution-amplified-practices.md
height: 6670pxmobile
Sections/headings
  • h1SDLC EVOLUTION: GOOD SOFTWARE ENGINEERING PRACTICES, AMPLIFIED
  • h2THE NEW BOTTLENECK: CODE REVIEW
  • h2AUTONOMOUS TESTING IN PRACTICE
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

Personnel Roster - Horizon 2025

/reports/aiecode-2025-11/speakers

52headings
Desktop screenshot of /reports/aiecode-2025-11/speakers
height: 6027pxmobile
Sections/headings
  • h1PERSONNEL ROSTER
  • h3AMMAAR RESHI
  • h3APARNA DHINAKARAN
  • h3ARMAN HEZARKHANI
  • h3ASAF BORD
  • h3BARRY ZHANG
  • h3BEYANG LIU
  • h3BILL CHEN
  • h3BRIAN FIOCA
  • h3CATHY ZHOU
Captured CTAs/links
Report/deep-dive

ENGINEERING Track - AI Engineering Code Summit

/reports/aiecode-2025-11/track/engineering

10headings
Desktop screenshot of /reports/aiecode-2025-11/track/engineering
height: 2406pxmobile
Sections/headings
  • h1ENGINEERING
  • h2DO NOT OUTSOURCE THE THINKING: CONTEXT ENGINEERING & HUMAN-AI COLLABORATION
  • h2ENVIRONMENTS AS UNIVERSAL ABSTRACTION: THE NEW UNIT OF EVERYTHING
  • h2SKILLS AND ARTIFACTS: THE NEW BUILDING BLOCKS FOR AGENTS
  • h2REINFORCEMENT LEARNING FOR SPECIALIZED MODELS: THE ECONOMICS OF DOMAIN EXPERTISE
  • h2MODEL QUALITY OVER SCAFFOLDING: MINIMALISM IN AGENT ARCHITECTURE
  • h2DATA COLLECTION & QUALITY AS THE NEW BOTTLENECK
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

LEADERSHIP Track - AI Engineering Code Summit

/reports/aiecode-2025-11/track/leadership

10headings
Desktop screenshot of /reports/aiecode-2025-11/track/leadership
height: 2390pxmobile
Sections/headings
  • h1LEADERSHIP
  • h2TRUST, ROLE CHANGES, AND WHAT'S GOOD FOR HUMANS IS GOOD FOR AI
  • h2CONTEXT, MEMORY, AND THE HARNESS: WHERE PRODUCT DIFFERENTIATION REALLY HAPPENS
  • h2SDLC EVOLUTION: GOOD SOFTWARE ENGINEERING PRACTICES, AMPLIFIED
  • h2THE ROI REALITY CHECK: WHERE AI ACTUALLY DELIVERS (AND WHERE IT FALLS FLAT)
  • h2PROACTIVE VS REACTIVE: THE UX EVOLUTION
  • h2THE ECONOMICS OF AI ENGINEERING: NEW COST STRUCTURES & COMPENSATION MODELS
  • h3GET THE LATEST AI ENGINEERING INSIGHTS
  • h2CLASSIFIED_FILES
  • h3Stay Ahead of the Curve
Captured CTAs/links
Report/deep-dive

The Car Wash Test — AI Common-Sense Reasoning Benchmark

/reports/car-wash-test

28headings
Desktop screenshot of /reports/car-wash-test
height: 14466pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1The Car Wash Test: Do LLMs Have Common Sense?
  • h2Comparison with Original Research
  • h3Consistent Findings Across Both Studies
  • h2Visual Analysis
  • h3Pass Rate by Model Family
  • h3Cost vs. Reasoning Quality
  • h3Response Time by Result
  • h3Thinking Models: Does Extended Reasoning Help?
  • h3Local (Ollama) vs Cloud Models
Captured CTAs/links
Report/deep-dive

Weekend Coding Agent | TheFocus.AI Labs

/reports/coding-agent

26headings
Desktop screenshot of /reports/coding-agent
height: 1000pxmobile
Sections/headings
  • h1WEEKEND CODING AGENT
  • h2WHAT YOU’LL BUILD
  • h2WHY BUILD THIS?
  • h2HOW AGENTS ACTUALLY WORK
  • h3The Agent Loop
  • h3The Harness: Prompts + Tools + Model
  • h3Key Concepts
  • h3What Makes a Good Agent?
  • h3No really
  • h3Ok but..
Captured CTAs/links
Report/deep-dive

Continue Your Journey | Weekend Coding Agent | TheFocus.AI Labs

/reports/coding-agent/epilog

10headings
Desktop screenshot of /reports/coding-agent/epilog
height: 1000pxmobile
Sections/headings
  • h1CONTINUE YOUR JOURNEY
  • h2FURTHER EXPLORATIONS
  • h3Connect Directly to Model Providers
  • h3Memory & Persistence
  • h3Multi-Model Strategies
  • h3Security & Sandboxing
  • h3User Experience
  • h3Advanced Architectures
  • h2MISSION COMPLETE
  • h3Get Weekend Projects
Captured CTAs/links
Report/deep-dive

Local Providers — Full Assessment | TheFocus.AI Labs

/reports/local-providers

27headings
Desktop screenshot of /reports/local-providers
height: 12912pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Local Providers Full Assessment
  • h2WHAT WE TESTED
  • h3The Models
  • h3The Runtimes
  • h3The 5 Evaluation Dimensions
  • h2THE SURPRISING CONCLUSIONS
  • h2OVERALL RESULTS
  • h2HOW “BEST” WAS DECIDED
  • h2METHODOLOGY
Captured CTAs/links
Report/deep-dive

Can LLMs Use Real-World Tools? — MCP Tool Eval

/reports/mcp-tool-test

18headings
Desktop screenshot of /reports/mcp-tool-test
height: 9265pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Can LLMs use real-world tools to tell a story?
  • h2What are we measuring?
  • h2How we score
  • h2What we learned
  • h2Full rankings
  • h2Who tells the best story?
  • h2Models that couldn't complete the test
  • h2How the test was run
  • h2MORE REPORTS
Captured CTAs/links
Report/deep-dive

Testing 48 LLMs Across 5 Dimensions for $4.63 — Model Showdown

/reports/model-showdown

44headings
Desktop screenshot of /reports/model-showdown
height: 21985pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Testing 48 LLMs Across 5 Dimensions for $4.63
  • h2Five dimensions, one question: how good is this model?
  • h3The 49 Models
  • h2Full leaderboard
  • h2What we didn’t expect
  • h2The counterfeit coin problem
  • h3Counterfeit Coin Results
  • h3The Cross-Provider Reasoning Gap
  • h2What models get wrong
Captured CTAs/links
Recipe/tool content

Adding Memory to Cursor

/recipes/add-memory-to-cursor

10headings
Desktop screenshot of /recipes/add-memory-to-cursor
height: 5585pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Adding Memory to Cursor
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
  • h3CONNECT
Captured CTAs/links
Recipe/tool content

Dagger and Container Use

/recipes/dagger-and-container-use

12headings
Desktop screenshot of /recipes/dagger-and-container-use
height: 6217pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Dagger and Container Use
  • h2Install
  • h2Setup the environment
  • h2See what happened
  • h3MATERIALS NEEDED
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
Captured CTAs/links
Recipe/tool content

Extracting requirements

/recipes/extracting-requirements

10headings
Desktop screenshot of /recipes/extracting-requirements
height: 4269pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Extracting requirements
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
  • h3CONNECT
Captured CTAs/links
Recipe/tool content

Write git-commit-messages

/recipes/git-commit-messages

11headings
Desktop screenshot of /recipes/git-commit-messages
height: 4519pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Write git-commit-messages
  • h2prompt
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
Captured CTAs/links
Recipe/tool content

Iterating designs with Chat GPT 4o

/recipes/iterating-designs-with-chatgpt4o

10headings
Desktop screenshot of /recipes/iterating-designs-with-chatgpt4o
height: 3947pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Iterating designs with Chat GPT 4o
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
  • h3CONNECT
Captured CTAs/links
Recipe/tool content

Use the llm cli for quick prototyping

/recipes/llm-for-quick-prototyping

13headings
Desktop screenshot of /recipes/llm-for-quick-prototyping
height: 7543pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Use the llm cli for quick prototyping
  • h1HTML + Text
  • h1Audio
  • h1Video
  • h1Schema
  • h3MATERIALS NEEDED
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
Captured CTAs/links
Recipe/tool content

Make it easy to load and update your prompt library

/recipes/load-and-save-your-prompts

10headings
Desktop screenshot of /recipes/load-and-save-your-prompts
height: 4469pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Make it easy to load and update your prompt library
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
  • h3CONNECT
Captured CTAs/links
Recipe/tool content

use playwright mcp to get high fidelity designs

/recipes/playwright-mcp

10headings
Desktop screenshot of /recipes/playwright-mcp
height: 4141pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1use playwright mcp to get high fidelity designs
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
  • h3CONNECT
Captured CTAs/links
Recipe/tool content

Planning, brainstorming and idea development

/recipes/product-ideation

10headings
Desktop screenshot of /recipes/product-ideation
height: 4407pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Planning, brainstorming and idea development
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
  • h3CONNECT
Captured CTAs/links
Recipe/tool content

Using repomix to give llm full context

/recipes/repomix

11headings
Desktop screenshot of /recipes/repomix
height: 5041pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Using repomix to give llm full context
  • h2Tips
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
Captured CTAs/links
Recipe/tool content

Using repomix to give llm full context

/recipes/repomix-redux

11headings
Desktop screenshot of /recipes/repomix-redux
height: 5281pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Using repomix to give llm full context
  • h2Tips
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
Captured CTAs/links
Recipe/tool content

The Smallest Coding Agent

/recipes/smallest-coding-agent

11headings
Desktop screenshot of /recipes/smallest-coding-agent
height: 4713pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1The Smallest Coding Agent
  • h2The everything agent
  • h2Ask it to update itself to something more awesome.
  • h3MATERIALS NEEDED
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
Captured CTAs/links
Recipe/tool content

Talking to the models in the car

/recipes/talking-in-the-car

13headings
Desktop screenshot of /recipes/talking-in-the-car
height: 4687pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Talking to the models in the car
  • h2Turn on search
  • h2Copy in some prompts
  • h2Startup where you left off
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
Captured CTAs/links
Recipe/tool content

Understanding a code base

/recipes/understanding-a-codebase

14headings
Desktop screenshot of /recipes/understanding-a-codebase
height: 4479pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Understanding a code base
  • h2github copilot
  • h2pull it locally
  • h2claude code
  • h2cursor
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
Captured CTAs/links
Recipe/tool content

Claude to write midjourney prompts

/recipes/using-claude-to-write-midjourney-prompts

10headings
Desktop screenshot of /recipes/using-claude-to-write-midjourney-prompts
height: 4417pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Claude to write midjourney prompts
  • h3MATERIALS NEEDED
  • h3MORE PROJECTS TO TRY
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
  • h3CONNECT
Captured CTAs/links
Use-case detail

Coding Literacy

/use-cases/coding/literacy

13headings
Desktop screenshot of /use-cases/coding/literacy
height: 3315pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Coding Literacy
  • h2Reading Literacy Economics
  • h2The Evolution of Literacy and Written Communication
  • h3Key Milestones in Written Communication
  • h2Prompt 1
  • h2Prompt 2
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
Captured CTAs/links
Use-case detail

Study of steps on Flux Images

/use-cases/flux-images/steps

10headings
Desktop screenshot of /use-cases/flux-images/steps
height: 4462pxmobile
Sections/headings
  • h1[FOCUS/AI]
  • h1Effect of steps on the image
  • h2Dreamy Landscape
  • h2Schnell Dreamy Landscape
  • h2Subscribe to our newsletter
  • h2Ready to ship production AI?
  • h3COMPANY
  • h3PRODUCTS
  • h3RESOURCES
  • h3CONNECT
Captured CTAs/links

Broken internal routes found

43 404s were found during crawl. Many are caused by relative paths inside the AI Engineering report.

StatusPathTitle
404/case-study/upper-handPage not found · GitHub Pages
404/case-study/rivian-tbmPage not found · GitHub Pages
404/case-study/samsung-702Page not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/track/leadershipPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/track/engineeringPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/speakersPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/aboutPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/article/trust-role-changes-infrastructure.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/article/context-memory-harness.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/article/sdlc-evolution-amplified-practices.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/article/roi-reality-check.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/article/proactive-vs-reactive-ux.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/leadership/article/economics-ai-engineering.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/track/leadershipPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/track/engineeringPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/speakersPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/aboutPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/article/context-engineering-human-ai-collaboration.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/article/environments-universal-abstraction.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/article/agents-building-artifacts.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/article/reinforcement-learning-specialized-models.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/article/model-quality-over-scaffolding.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/track/engineering/article/data-collection-quality-bottleneck.mdPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/track/leadershipPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/track/engineeringPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakersPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/aboutPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/ammaar-reshiPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/aparna-dhinakaranPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/arman-hezarkhaniPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/asaf-bordPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/barry-zhangPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/beyang-liuPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/bill-chenPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/brian-fiocaPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/cathy-zhouPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/dan-shipperPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/dex-horthyPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/eiso-kantPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/eno-reyesPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/gene-kimPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/itamar-friedmanPage not found · GitHub Pages
404/reports/aiecode-2025-11/speakers/speakers/jacob-kahnPage not found · GitHub Pages

Excluded post/archive-like pages

These working URLs were excluded from the primary inventory because they look like generated topic/post archives rather than main site pages.

Artifacts: inventory.json · screenshots under assets/screenshots/ · videos under assets/videos/. Firecrawl skills are installed but this run used Playwright because Firecrawl auth is pending.