Keep your agent instructions under 200 words
Developers discovered that bloated instruction files hurt performance by 20% and cost more tokens. The files should contain only your preferences, not tech specs or architecture details.
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For your business
Stop writing long AI instructions - keep files under 200 words and focus only on your preferences.
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Google puts Gemini in Maps
Ask Maps lets you plan trips with natural language questions. Immersive Navigation renders routes in 3D using Street View data. Voice guidance got more conversational too.
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For your business
If your drivers use Google Maps daily, test the new Gemini features - saves 15 minutes per delivery route.
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Compressed AI models cut cloud costs 70%
Multiverse Computing launched an API for compressed versions of OpenAI and Meta models. Their quantum-inspired compression runs locally on devices without internet. Performance stays close to full-size models.
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For your business
Try Multiverse's API if you're spending over $500/month on OpenAI - cuts costs by 70%.
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Apps will disappear within 5 years
Nothing CEO says AI agents will replace smartphone apps entirely. The transition starts with simple commands like booking flights, then moves to proactive suggestions based on long-term goals.
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For your business
Start planning now - your current app strategy has a 5-year shelf life.
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Adobe trains AI on your brand assets
Firefly Custom Models learn from your images to maintain consistent style across projects. Preserves stroke weight, colors, lighting, and character designs. Private by default - your training data stays yours.
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For your business
If you're paying designers $3K/month for brand consistency, Adobe's custom Firefly models cut that cost in half.
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A 150-person manufacturing company was drowning in vendor invoices. Processing 200 invoices weekly took 12 hours of staff time. One person just matched invoices to purchase orders and flagged discrepancies.
We built a custom invoice processing agent. It extracts data from PDFs, checks amounts against purchase orders, and flags anything over 5% variance. Integrates with their existing accounting software through API.
Processing time dropped to 2 hours per week. They moved that full-time employee to production work where labor was actually needed.
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We build systems like this for logistics, manufacturing, and service businesses.
If that sounds like you, here's how we work.
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Create an instructions file for your business AI tools. Most people write these wrong - they include too much technical detail that wastes tokens and confuses the AI.
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Create a text file named instructions.md in your main work folder |
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Write only your preferences and corrections in plain English |
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Include conditional blocks: "If customer service: Always ask for order number first" |
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Keep total length under 200 words |
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Test by asking your AI tool to reference the file before starting tasks |
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CompactifAI
Runs compressed AI models locally on your device without internet connection.
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Best for: Testing AI features without cloud costs or data privacy concerns
Pricing: Free app, API starts at $29/month
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The companies betting on agents instead of apps will own the next decade.
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