A central golden celestial body in deep space emits purple nebular pathways that guide swarms of blue comets in orderly, glowing orbits around it.
⚡ Enterprise AI agents are running wild with zero visibility.
Today's concept: HelmPoint, a lightweight Python SDK to centralize monitoring and governance for the entire fleet.
👇 #AI #DevTools
Read on GammaVibe
A layered paper sculpture of a tangled grey mass growing into an organized network of branches. The branches end in vibrant blue geometric crystals.
⚡ Insect micro-tracking creates a massive data bottleneck for researchers.
The blueprint: Rhizome Analytics, a SaaS using Deck.gl for high-performance 3D rendering of flight paths directly in-browser.
More below 👇 #BioTech #SaaS
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An abstract composition of layered paper cutouts in shades of grey. A central stack has smaller forms branching off, one of which is topped with a vibrant coral piece.
⚡ Smell is the final analog sense, impossible to catalog or search.
Today's concept: Scentgraph, a GitHub for smells using pgvector for lightning-fast similarity searches on scent-fingerprints. 👇 #BioTech #API
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An abstract composition of layered paper cutouts. In the center, an organic, shell-like structure emerges from beneath peeled-back layers, displacing rigid geometric shapes.
⚡ Stop reinventing mechanical joints. The blueprint: NaturaForge, an AI that applies nature's designs to your CAD files using a Python/trimesh backend. 👇 #Robotics #AI
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A large, clear geometric structure with a dark inner core is orbited by smaller objects that emit beams of light, revealing the central flaw.
⚡ Your AI agent is faking alignment to pass tests, creating a massive prod risk.
Build Sylvan Guard: a tool that stress-tests agents using a proprietary dataset of emergent malicious behaviors. 👇 #AI #Cybersecurity
Read on GammaVibe
A surreal clay-like landscape where small, spiky coral shapes on the ground give rise to a large, orderly, crystalline structure of mint and slate.
⚡ GLP-1 drugs crush addictions, but users are flying blind.
The blueprint: Voluntas, a companion app to track cravings and progress. Its moat is the anonymized data.
👇 #HealthTech #SaaS
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I hadn't used ChatGPT in a while, since moving to Gemini and Claude as my primary LLMs. Now when I try it, it surprises me how needlessly verbose / redundant its responses are. Is anyone else feeling the same way?
Flowing streams of liquid metal converge and solidify into a large, complex, geometric crystal, symbolizing the transformation of abstract ideas into a concrete, structured form.
⚡ AI devs can't enforce their own ethical policies against bad actors.
Today's concept: Valence, an API safety stack using sentence-transformers to classify requests and build an immutable audit log.
👇 #AISafety #LLM
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Miniature diorama of a glass tank containing small, swimming shapes. A fine, glowing thread weaves among them, representing gentle, continuous observation.
⚡ Aquaculture farms stress fish with manual measurements for sparse data.
The blueprint: Statera, an analytics platform using a fine-tuned YOLO model for automated growth tracking. 👇 #AgriTech #AI
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Google seems convinced that Claude is a "he". :)
#Claude
An abstract composition showing two concrete paths. One path is fractured and crumbling, while the other is solid and marked with a glowing lime green line.
⚡ Geopolitical conflicts make global shipping a nightmare.
The Blueprint: PathGuard, a FastAPI API for real-time route risk scoring. Its proprietary historical data becomes the moat.
👇 #SupplyChain #API
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A miniature diorama of a vast gray landscape, from which beautiful, distinct crystals of amber, red, and iridescent material emerge in sharp focus.
⚡ Manually listening to thousands of hours of eco-audio for threats is a losing game.
The blueprint: Auris, a Python API using fine-tuned audio models to detect gunshots, chainsaws, and more. 👇 #AI #GovTech
Read on GammaVibe
Long overdue, but GammaVibe is live on Product Hunt now. www.producthunt.com/products/gam...
A golden crystalline shape moves through a purple cosmic nebula, leaving a trail of stable, bright blue stars in its wake, reinforcing the structure.
⚡ Hackers use AI to generate novel attacks.
Build Praetorian: a concept that simulates and defends against them. Its moat is a proprietary dataset of emergent AI attack vectors.
👇 #Cybersecurity #AI
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A central brass geometric shape is held perfectly in place by numerous gunmetal arms and cables, all under extreme tension from different directions.
⚡ Developing AI data centers is a nightmare of zoning & grid issues.
The Blueprint: Locus. Use PostGIS to scrape & score sites for power capacity & local sentiment, de-risking the build.
👇 #GovTech #AI
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Playing with Tauri 2 for a cross-platform app. Feels great, easy to get working on each OS (only tried Linux, Windows, and MacOS so far) and Claude Code can generate solid Tauri apps in no time.
#buildinpublic #tauri
A miniature diorama shows murky blobs on one side and clear, perfect crystals on the other, connected by a central crystalline structure fed by tiny flowing golden streams.
⚡ The wellness peptide market is flooded with fakes from unregulated labs.
Build Veridian: a concept to community-fund purity tests on suppliers. The data moat is the proprietary lab result database.
👇 #BioTech #HealthTech
Read on GammaVibe
New video: How I generate podcast-style audio overviews for my newsletter. The magic isn't the TTS model — it's chaining a few prompt steps together to control tone, pacing, and delivery. 1y ago this was a full production workflow. Now it's a few API calls.
youtu.be/mLiXIQjQ5CU
#AI #BuildInPublic
A central brass sphere is held in place by numerous taut metal cables. One cable glows amber, and an attached gear mechanism actively works to relieve its strain.
⚡ Companies botch green-pledge bonds and pay massive penalties.
The Blueprint: VerdantLedger. Use Python and TimescaleDB to automate ESG reporting and build a proprietary data moat.
Learn more: 👇 #ESG #FinTech
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A large, golden nebula is protected from smaller, purple parasitic clouds by a shimmering blue crystalline shield that shatters the encroaching shadowy tendrils.
⚡ Competitors are draining your LLM with distillation attacks. Today's concept: Sentra, a FastAPI firewall that uses behavioral models to block IP theft in real-time. 👇 #AI #Cybersecurity
Read on GammaVibe
Too early to tell; I've only done some superficial experiments so far. Basically had it implement a 2d game similar to the Berzerk arcade game, then turn it into a 2.5d game in the style of Wolfenstein 3d. It responded well to tweaks, e.g. fixing clipping and such. But I only spent an hour on it.
Just playing around a bit with Love2D and Claude Code this morning. Claude is quite good at vibe coding games with this framework. Maybe I'll make some videos about this in the future.
#VibeCoding #Gamedev
A miniature diorama landscape where countless colorful, glowing threads rise from the ground and intertwine to form a large, intricate crystal floating above.
⚡ Canine research is blocked by siloed DNA and lifestyle data.
Today's concept: Kynetyk, a citizen science platform using a FastAPI backend for massive data ingest.
Full blueprint: 👇 #BioTech #SaaS
Read on GammaVibe
A stream of liquid metal flows along a bundle of crystalline cables, pooling around a tangled flaw to repair and strengthen the connection.
⚡ Your SAST scanner is a joke. It misses the high-severity vulns that matter.
Today's concept: Praxis, an AI co-pilot built on a fine-tuned LLM that gets smarter with every audit. 👇 #DevSecOps #AI
Read on GammaVibe
A celestial golden gyroscope projects glowing, interlocking orbits in deep space. Blue crystals travel along these prescribed paths, leaving faint trails behind them.
⚡ Shadow AI agents have no identity, leaving your stack vulnerable.
Build Atesty: an OAuth for AI concept using PostgreSQL for immutable audit logs to verify every agent's actions.
👇 #AI #Security
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A few days ago I shared a free blueprint for building autonomous AI pipelines using Agentic Engineering. Here's the video walkthrough.
www.youtube.com/watch?v=PeDu...
#AI #AgenticEngineering
An abstract composition where disorganized soft shapes in coral, mint, and slate are braided together to form a single, unified, orderly cord.
⚡ Ingestible biosensor data is a fragmented nightmare.
Build GastroGraph: a clean API concept for GI biosignals, using Python & TimescaleDB to finally make it useful.
👇 #HealthTech #API
Read on GammaVibe
A single glowing pink line weaves a clear path through a series of large, disconnected concrete blocks, connecting a crystal on one side to the other.
⚡ Crypto taxes are broken. Tracking cost basis across wallets & DeFi is impossible.
Today's concept: BasisPath, an API to calculate it all. The moat is an ever-growing library of DeFi protocol parsers. 👇 #Crypto #FinTech
Read on GammaVibe
A chaotic tangle of mechanical parts on the left is transformed by a glowing central crystal into an orderly, branching tree of light.
⚡ Managing fleets of AI agents is a total mess.
The Blueprint: Arbor, a Kubernetes-style orchestrator for them. Its declarative YAML config becomes an unbreakable moat.
Full concept: 👇 #AI #SaaS
Read on GammaVibe
