SOLIS Report

Mar 13Mar 27, 2026

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10
Narratives
21
Anomalies
100
Repos Tracked
15
Build Ideas

What Changed

New Signals

+AI Agent Infrastructure & Autonomous Trading Integration
+RPC Infrastructure Maturation & Data Access Standardization

Faded Signals

Nosana CI/CD Infrastructure Gaining Developer Traction
Compute-Intensive Workload Migration to Solana

Narratives

Early1

AI Agent Infrastructure & Autonomous Trading Integration

New
Early

Solana Agent Kit repository showing active development (+1 commit) with AI/LangChain integration topics, indicating emerging infrastructure for autonomous agents on Solana. This precedes potential explosion in bot-driven trading and AI-native applications, currently in early developer adoption phase.

AcceleratingConfidence: 71%

Leading

  • - Solana Agent Kit showing active commits (+1 delta) with AI, LangChain, and Solana-LangChain topics
  • - Agent kit repository tagged with web3js and solana topics indicating production-ready integration

Coincident

  • - Drift Keeper Bots v2 showing active development (+6 commits, 2nd highest tracked) validating bot infrastructure demand
  • - Jupiter v6 maintaining consistent transaction volume (1000 tx, 0.52 z-score) supporting bot trading infrastructure

Confirming

  • - No direct token confirmation yet - early stage infrastructure play
DriftJupiter
Timeline →
Emerging4

Core Protocol Infrastructure Refresh & Developer Tooling Standardization

Emerging

Anchor framework gaining developer mindshare (+3.7 z-score stars) while core validator infrastructure (Jito, Firedancer) shows significant commit pullback (-9.14 and -3.13 z-scores). This suggests a shift from low-level validator optimization toward higher-level developer experience standardization, with Anchor positioning as the canonical smart contract framework.

AcceleratingConfidence: 87%

Leading

  • - Anchor framework stars increasing (+2 delta, +3.7 z-score) indicating renewed developer interest
  • - Jito Solana commits declining sharply (-204 delta, -9.14 z-score) suggesting validator infrastructure work completed or deprioritized
  • - Firedancer commits declining (-72 delta, -3.13 z-score) indicating C-level optimization work stabilizing

Coincident

  • - Jito Stake Pool maintaining consistent transaction volume (1000 tx, 0.52 z-score) despite commit reduction
  • - Jito Tip Router stable onchain activity (1000 tx, 0.52 z-score) confirming infrastructure maturity

Confirming

  • - JTO token up 11.4% in 14d despite broader ecosystem volatility, validating infrastructure value
$JTOJitoAnchor
Timeline →

Stablecoin Capital Rebalancing & Volatility Hedging

Emerging

Significant stablecoin net outflows (-$122M) with $738M outflows vs $616M inflows indicates capital rotation away from Solana DeFi, likely hedging against volatility or rebalancing to other chains. This precedes potential market volatility and reflects sophisticated trader positioning.

AcceleratingConfidence: 86%

Coincident

  • - Stablecoin net flow: -$122.2M (outflows $738M vs inflows $616M) indicating capital rotation
  • - TVL decline of -$362.7M correlating with stablecoin outflows, suggesting coordinated capital exit
  • - No TVL anomalies detected despite significant capital movements, indicating orderly rebalancing

Confirming

  • - Memecoin category market cap stable at $3.76B (-5% delta) despite stablecoin outflows, suggesting retail capital rotation to alternative assets
$USDC$USDTSanctumMarinade
Timeline →

MEV Infrastructure Maturation & Validator Optimization

Emerging

Jito stakenet showing active development (+7 commits, highest in tracked repos) while core MEV infrastructure repos show commit decline, indicating shift from MEV research to production validator optimization and staking infrastructure. Jito Tip Router and Stake Pool maintaining steady onchain activity validates market adoption.

StableConfidence: 84%

Leading

  • - Jito stakenet commits accelerating (+7 delta, highest tracked) showing active validator infrastructure work
  • - Jito Solana commits declining (-204 delta, -9.14 z-score) suggesting core MEV protocol work completed
  • - Jito programs repository stable (0 commits) indicating mature MEV program implementations

Coincident

  • - Jito Tip Router consistent transaction volume (1000 tx, 0.52 z-score) validating MEV infrastructure adoption
  • - Jito Stake Pool steady onchain activity (1000 tx, 0.52 z-score) confirming validator participation
  • - Stablecoin net outflows (-$122M) potentially reflecting MEV-driven capital reallocation

Confirming

  • - JTO token +11.4% 14d performance validating MEV infrastructure value proposition
$JTOJito
Timeline →

Cross-Chain Interoperability Infrastructure Expansion

Emerging

LayerZero v2 repository present in tracked ecosystem with stable activity (0 commits, -0.26 z-score) indicating mature cross-chain infrastructure. While not showing acceleration, presence validates ongoing interoperability focus as foundational infrastructure for multi-chain Solana applications.

StableConfidence: 72%

Leading

  • - LayerZero v2 repository tracked in Solana ecosystem with stable maintenance (0 commits, -0.26 z-score)
  • - Yellowstone GRPC infrastructure showing minor star decline (-2 delta, -4.21 z-score) but stable commits (0.15 z-score) indicating mature RPC infrastructure

Coincident

  • - No specific cross-chain volume anomalies detected in DEX data
  • - Stablecoin flows (-$122M net) potentially reflecting cross-chain capital movements

Confirming

  • - No direct cross-chain token confirmation in top performers
LayerZero
Timeline →
Growing5

Memecoin Ecosystem Maturation & Retail Participation Surge

Growing

Memecoin category maintaining $3.76B market cap despite -5% delta, with top performers (AMIKO +66%, OSAK +57%, NOS +54%) showing extreme volatility. Retail-focused tokens dominating top performers list, indicating sustained speculative participation and ecosystem maturation beyond initial hype cycle.

StableConfidence: 89%

Coincident

  • - Solana Meme category market cap: $3.76B (-5% delta) maintaining significant ecosystem value
  • - Top memecoin performers: AMIKO +66%, OSAK +57%, NOS +54% showing sustained retail demand
  • - Memecoin volume concentration: ATH $30.7M, CORN $8.9M, WIF $51M indicating diverse participation

Confirming

  • - WIF token +8.7% 14d with $51M 24h volume validating memecoin market depth
  • - FARTCOIN +7.3% 14d with $43.4M volume showing sustained retail engagement
  • - Multiple memecoins in top performers list (AMIKO, OSAK, NOS, ATH, CORN, WIF, FARTCOIN) validating category strength
$AMIKO$OSAK$NOS$ATH$CORN
Timeline →

DEX Volume Concentration & Emerging Venue Competition

Growing

Orca DEX surging to #1 volume position (+18.6% delta, +3.42 z-score) while traditional leaders Raydium show volume decline (-36% delta). HumidiFi and BisonFi emerging as significant competitors (+7.3% and -8% deltas respectively). Market consolidating around specialized venues rather than generalist AMMs.

AcceleratingConfidence: 88%

Leading

  • - Orca Whirlpool maintaining consistent transaction volume (1000 tx, 0.52 z-score) supporting volume leadership
  • - Raydium CLMM and AMM both at baseline activity (1000 tx each) despite volume decline suggesting efficiency gains

Coincident

  • - Orca DEX volume 24h: $230.2M (+18.6% delta, +3.42 z-score) - strongest DEX performer
  • - HumidiFi volume 24h: $199.9M (+7.3% delta, +2.90 z-score) - emerging competitor
  • - BisonFi volume 24h: $177.4M (-8.1% delta, +2.51 z-score) - maintaining significant market share

Confirming

  • - Total DEX ecosystem TVL stable at $6.55B despite volume concentration shift
Orca DEXHumidiFiBisonFi
Timeline →

Lending Protocol Consolidation & Stable Onchain Activity

Growing

Marginfi, Solend, and lending protocols maintaining consistent baseline transaction volume (1000 tx each, 0.52 z-score) despite TVL decline of -$362.7M, indicating protocol consolidation and user migration to dominant platforms. Market reaching equilibrium after competitive phase.

StableConfidence: 77%

Leading

  • - Marginfi protocol repository stable (0 commits) indicating mature codebase
  • - Solend SDK repository stable (0 commits) confirming protocol maturity

Coincident

  • - Marginfi transaction volume: 1000 tx (0.52 z-score) baseline activity
  • - Solend transaction volume: 1000 tx (0.52 z-score) baseline activity
  • - TVL decline of -$362.7M correlating with stablecoin outflows, suggesting capital consolidation

Confirming

  • - No significant price movements in lending tokens, validating stable market positioning
MarginfiSolendHubble
Timeline →

NFT & Gaming Infrastructure Consolidation

Growing

Magic Eden v2 and Tensor maintaining consistent baseline transaction volume (1000 tx each, 0.52 z-score) despite broader ecosystem capital outflows, indicating NFT/gaming market consolidation around dominant platforms. Tensor Swap showing equivalent activity validates specialized trading infrastructure adoption.

StableConfidence: 75%

Leading

  • - Magic Eden v2 repository stable (0 commits, -0.26 z-score) indicating mature marketplace
  • - Tensor protocol repositories stable (0 commits) confirming mature trading infrastructure

Coincident

  • - Magic Eden v2 transaction volume: 1000 tx (0.52 z-score) baseline activity
  • - Tensor transaction volume: 1000 tx (0.52 z-score) baseline activity
  • - Tensor Swap transaction volume: 1000 tx (0.52 z-score) validating specialized trading venue

Confirming

  • - No significant NFT token price movements in top performers, validating stable market positioning
Magic EdenTensor
Timeline →

RPC Infrastructure Maturation & Data Access Standardization

New
Growing

Yellowstone GRPC showing minor star decline (-2 delta, -4.21 z-score) but stable commit activity (0.15 z-score) indicates mature RPC infrastructure with standardized data access patterns. This foundational layer supports all onchain activity and represents completed infrastructure buildout.

StableConfidence: 73%

Leading

  • - Yellowstone GRPC stars declining (-2 delta, -4.21 z-score) indicating mature, stable infrastructure
  • - Yellowstone GRPC commits stable (0 delta, 0.15 z-score) confirming maintenance mode
  • - Helius SDK repository stable (0 commits, -0.26 z-score) indicating mature RPC service layer

Coincident

  • - All major protocols showing consistent transaction volumes (1000 tx baseline) validating RPC infrastructure reliability
  • - No onchain anomalies detected despite $362.7M TVL decline, confirming stable data access

Confirming

  • - No direct RPC infrastructure token confirmation
HeliusRPC Pool
Timeline →

Build Ideas

Anchor Framework Plugin Registry & Marketplace

intermediate

A curated registry and discovery platform for Anchor framework plugins, macros, and middleware that standardizes common patterns (validation, error handling, access control). Developers can publish, version, and monetize reusable Anchor components, accelerating smart contract development velocity.

Why now: Anchor is gaining developer mindshare (+3.7 z-score) as the canonical framework, but lacks a standardized plugin ecosystem. This fills the gap between raw Anchor and production-ready patterns, reducing onboarding friction as developer adoption accelerates.
2-4 weeks|Anchor, Next.js, PostgreSQL, Solana Web3.js, npm registry API

Jito MEV Simulator & Validator Optimization Dashboard

advanced

A real-time dashboard that simulates MEV extraction strategies using Jito Tip Router data, helping validators and stakers optimize their positioning. Includes historical backtest engine, tip market analysis, and automated recommendations for stake pool rebalancing.

Why now: Jito Stakenet shows highest commit activity (+7) while core MEV research repos decline, indicating shift to production validator optimization. Validators need tools to maximize yield as Jito infrastructure matures—this captures that demand.
1-3 months|Rust, Jito Tip Router SDK, Solana RPC, React, PostgreSQL, Apache Arrow

DEX Venue Aggregator with Liquidity Routing Intelligence

intermediate

An intelligent routing engine that dynamically splits orders across Orca, HumidiFi, BisonFi, and Raydium based on real-time liquidity depth, slippage prediction, and venue-specific fee structures. Includes MEV protection and batch settlement optimization.

Why now: Orca surged to #1 volume (+18.6% delta, +3.42 z-score) while Raydium declined (-36%), creating fragmented liquidity across specialized venues. Traders need intelligent routing to capture best execution as volume consolidates around multiple DEXs rather than one dominant player.
3-4 weeks|Rust, Solana Program Library, Orca Whirlpools SDK, Raydium SDK V2, Jupiter Core, React

Stablecoin Rebalancing Automation Protocol

advanced

An automated protocol that monitors stablecoin flows and executes cross-chain rebalancing strategies when outflows exceed thresholds, using LayerZero for bridging. Includes volatility prediction, optimal timing algorithms, and fee optimization for sophisticated traders hedging Solana exposure.

Why now: Stablecoin net outflows of -$122M indicate capital rotation and volatility hedging by sophisticated traders. This precedes potential market volatility, and an automation tool captures demand from traders who want programmatic rebalancing without manual execution.
6-8 weeks|Rust, LayerZero V2, Sanctum SDK, Marinade SDK, Solana Program Library, Python (ML models)

Memecoin Liquidity Pool Insurance & Rug-Pull Detection

advanced

A smart contract system that provides liquidity pool insurance for memecoin projects and retail investors, with on-chain rug-pull detection using machine learning on token holder distribution and transaction patterns. Includes automated claim settlement and risk scoring.

Why now: Memecoin market maintains $3.76B cap with extreme volatility (top performers +54-66%), indicating sustained retail participation. As ecosystem matures beyond hype cycle, retail investors need protection mechanisms—insurance products capture this demand and reduce barrier to entry.
8-10 weeks|Rust, Solana Program Library, Anchor, Python (ML/scikit-learn), Pyth Oracle, React

Solana Agent Kit Autonomous Trading Framework

intermediate

An extended framework built on Solana Agent Kit that enables autonomous AI agents to execute complex multi-step trading strategies (arbitrage, liquidation hunting, yield farming) with natural language configuration. Includes safety guardrails, gas optimization, and performance monitoring.

Why now: Solana Agent Kit shows active development with AI/LangChain integration, indicating early-stage infrastructure maturation. This is the moment to build higher-level abstractions before the ecosystem standardizes—first-mover advantage in agent trading frameworks.
3-4 weeks|Python, LangChain, Solana Agent Kit, OpenAI API, Drift SDK, Jupiter Core, FastAPI

Lending Protocol Risk Aggregator & Liquidation Optimizer

intermediate

A cross-protocol dashboard aggregating risk metrics from Marginfi, Solend, and Hubble, with automated liquidation routing that finds optimal liquidation paths across protocols. Includes real-time collateral monitoring and MEV-resistant liquidation execution.

Why now: Lending protocols show consolidation with stable baseline activity (1000 tx each) despite -$362.7M TVL decline. As market reaches equilibrium, liquidators and risk managers need unified tools to operate efficiently across multiple protocols rather than building separate integrations.
2-3 weeks|Rust, Marginfi SDK, Solend SDK, Hubble SDK, React, PostgreSQL, Solana RPC

Cross-Chain Solana Application Template & Deployment Toolkit

beginner

A developer toolkit that abstracts LayerZero V2 complexity for Solana developers, providing templates for common cross-chain patterns (token bridges, state sync, multi-chain swaps). Includes testing framework, gas optimization, and deployment automation.

Why now: LayerZero V2 infrastructure is mature but adoption remains low among Solana developers due to complexity. This toolkit lowers the barrier to entry for cross-chain applications, capturing demand as multi-chain strategies become standard practice.
2-3 days|Rust, Anchor, LayerZero V2 SDK, Solana Program Library, TypeScript, Hardhat

RPC Data Indexing & Query Optimization Service

intermediate

A specialized indexing service built on Yellowstone GRPC that optimizes common query patterns (token holder distribution, transaction history, program state snapshots) with caching and compression. Provides REST/GraphQL API with sub-100ms latency for data-heavy applications.

Why now: Yellowstone GRPC shows mature infrastructure with stable activity, but raw GRPC is difficult for application developers. This service layer captures demand from builders who need standardized data access without managing GRPC infrastructure themselves.
3-4 weeks|Rust, Yellowstone GRPC, RocksDB, GraphQL, Tokio, Prometheus

NFT Marketplace Analytics & Valuation Engine

intermediate

A real-time analytics platform for Magic Eden and Tensor that provides collection-level valuation models, rarity scoring, and trading signal generation using on-chain transaction data. Includes portfolio tracking and automated listing optimization for sellers.

Why now: Magic Eden and Tensor maintain consistent baseline activity (1000 tx each) despite ecosystem capital outflows, indicating consolidation around dominant platforms. As NFT market matures, traders need sophisticated analytics tools to compete—this captures that demand.
2-3 weeks|Python, Solana RPC, PostgreSQL, React, scikit-learn, FastAPI

Anchor Framework Audit & Security Analysis Tool

intermediate

An automated security scanner and audit tool specifically designed for Anchor smart contracts that detects common vulnerabilities (reentrancy, arithmetic overflow, access control issues) and generates remediation suggestions. Integrates with CI/CD pipelines.

Why now: As Anchor gains developer mindshare (+3.7 z-score) and becomes the canonical framework, security tooling becomes critical infrastructure. Early-stage developers need automated security checks to prevent exploits—this captures demand from the growing developer cohort.
3-4 weeks|Rust, Anchor, syn (Rust parser), GitHub Actions, TypeScript

Validator Stake Pool Yield Optimizer

intermediate

An automated strategy manager for Jito Stake Pool participants that dynamically allocates stake between MEV-enabled and standard validators based on real-time yield calculations, tip market conditions, and network health metrics. Includes gas-optimized rebalancing.

Why now: Jito Stakenet shows highest commit activity (+7) indicating production validator optimization focus. Stake pool participants need automated tools to maximize yield as MEV infrastructure matures—this captures demand from passive stakers seeking better returns.
2-3 weeks|Rust, Jito Stake Pool SDK, Solana RPC, React, PostgreSQL

Multi-Venue DEX Arbitrage Bot Framework

intermediate

A modular bot framework that detects and executes arbitrage opportunities across Orca, HumidiFi, BisonFi, and Raydium using real-time price feeds and atomic transactions. Includes gas optimization, slippage protection, and profitability filtering.

Why now: Volume consolidation across multiple DEX venues (Orca +18.6%, Raydium -36%) creates arbitrage opportunities that are difficult to capture manually. Automated bots can exploit these inefficiencies as liquidity fragments across specialized venues.
2-3 weeks|Rust, Solana Program Library, Orca SDK, Raydium SDK, Pyth Oracle, Tokio

Memecoin Community Treasury Management Protocol

intermediate

A governance and treasury management system designed for memecoin projects that enables community voting on fund allocation, automated payouts to contributors, and transparent reporting. Includes anti-rug-pull mechanisms like multi-sig requirements and time-locks.

Why now: Memecoin ecosystem maintains $3.76B market cap with sustained retail participation, but lacks professional treasury management tools. As projects mature beyond initial hype, communities need governance infrastructure—this captures demand from projects seeking legitimacy.
3-4 weeks|Rust, Anchor, Solana Program Library, React, Squads Protocol

AI Agent Performance Monitoring & Backtesting Suite

intermediate

A comprehensive monitoring and backtesting platform for Solana Agent Kit-based trading bots that tracks performance metrics, simulates strategies against historical data, and provides optimization recommendations. Includes risk analysis and drawdown monitoring.

Why now: Solana Agent Kit infrastructure is emerging, but developers lack tools to validate and optimize agent strategies before deployment. This platform captures demand from traders building autonomous strategies who need confidence in performance before risking capital.
3-4 weeks|Python, Solana Agent Kit, Pandas, Plotly, PostgreSQL, FastAPI

Data Sources

GitHub API
Leading100 pts
DeFi Llama
Coincident256 pts
Helius
Coincident18 pts
CoinGecko
Confirming200 pts
LLM: anthropic/claude-haiku-4.5|Cost: $0.0515|Duration: 77.4s