Almanak

Your personal AI quant team.

Almanak's Swarm helps you build institutional-grade, code-based financial strategies.

[Almanak @almanak]

An update: we're deep in QA before opening Almanak to the public.

Full strategy loop: Ideation (signals search), strategy design -> backtest → on-chain execution.

All across 10+ chains and 20+ protocols. Fully non-custodial via @safe.

If you haven't seen the platform yet, this walkthrough is still the best place to start ↓

[Almanak @almanak]

Almanak SDK is now v2.16.0

Big release across framework internals, accounting infrastructure, testing isolation, dashboard parity, and execution safety.

- PAUSE/RESUME lifecycle removed in favor of the simpler Stop / Teardown / Emergency Stop flow (almanak strat stop)
- MarketSnapshot unified into a single canonical implementation with stricter multi-chain semantics and deprecated deep imports removed
- Expanded connector matrix with Camelot, Stargate BNB bridge, Balancer Avalanche, Uniswap V3 on Monad + BNB, TraderJoe V2 on BNB/ETH/Arb, and Aave V3 on BNB/Mantle/X Layer
- New per-test gateway sidecar (managed_serve + test_controller) for isolated strategy testing and cleaner CI runs
- Uniswap V4 LP end-to-end accounting , new PoolAnalyticsService
- Accounting QA framework with typed Layer 5 accounting events across TA, LP, looping, and lending flows
- Dashboard hosted parity with gateway-backed Positions, reconciliation tooling, and richer TA charting
- PriceAggregator now fails closed on cross-source divergence instead of trusting inconsistent pricing data
- 49 bug fixes - nonce-too-low recovery, stale balance cache, V4 collect-fees flake, and more

Release notes:
https://t.co/Cln5UxbeI9

[Almanak @almanak]

@DecryptoPioneer @safe Hey @DecryptoPioneer no, we have not! Staking $Almanak will grant You a subscription to all the platform's features.

You'll be able to either stake your $Almanak tokens to get a subscription or, if you don't have any, simply buy a subscription with stables.

[Almanak @almanak]

An update: we're deep in QA before opening Almanak to the public.

Full strategy loop: Ideation (signals search), strategy design -> backtest → on-chain execution.

All across 10+ chains and 20+ protocols. Fully non-custodial via @safe.

If you haven't seen the platform yet, this walkthrough is still the best place to start ↓

[Almanak @almanak]

Join our Discord for full dev reports:
https://t.co/71Z2MqAITR

[Almanak @almanak]

Almanak Weekly Update - SDK & Edge

SDK improvements focused on accounting, permissions, connector depth, and execution traceability.

Edge development revolved around signal readiness, honest track records, and clearer signal quality visibility.

Here’s what we shipped 👇

[Almanak @almanak]

Almanak Edge

Less guesswork, more deterministic signal-to-strategy pipelines.

Highlights:

- Token address hydration pipeline so signals can turn into real strategies
- Yield and non-yield agents now emit richer token metadata
- 4-way coverage classifier shows why specs are missing data
- Track record rebuilt with per-type horizons and eligibility filtering
- Global hit rate removed, replaced with cohort-based metrics
- New signal quality dashboard with status-aware coverage
- Whale tracking expanded on Solana with more reliable pricing fallbacks
- Execution readiness now persisted on signals for platform use

[Almanak @almanak]

Almanak SDK v2.15.0 is out

Another one! Update to the latest version

- Aerodrome Slipstream (CL) connector on Base: tick-based concentrated liquidity LP with open/close/collect lifecycle and an aerodrome_slipstream_lp demo strategy.
- Generalized ERC-4626 vaults: Intent.vault_deposit/redeem now dispatches to any ERC-4626 compliant vault, not just MetaMorpho.
- StrategyDataRequirements: declare which market data your strategy needs; the runner skips unused fetches.
- Zodiac on-chain permission harness: SWAP, LEND, and LP connector coverage verified against a real Roles Modifier on every PR.
- DATA_ERROR escalation: HOLD cycles caused by critical data failures now surface with a distinct status.
- Large latent-bug sweep across the runner, execution pipeline, CLI, gateway, and dashboard.

Full release notes below 👇
https://t.co/kliLA13jI4

[Almanak @almanak]

Almanak SDK v2.14.0 is live

More protocol depth, tighter execution guarantees, and better tooling for strategy authors.

- Curvance isolated lending on Monad (new connector).
- Aster Perps Phase 1: canonical aster_perps package + PerpCloseIntent.position_id; pancakeswap_perps now a shim.
- Four new CLI surfaces: almanak strat pnl, almanak strat check, almanak ax lp-list lending-list / portfolio, and almanak ax lending-* shortcuts.
- Fail-closed compiler and ResultEnricher: no more placeholder prices feeding slippage math.
- Chain-aware token resolution and pricing across the data layer.
- Gateway-boundary tightening: connector RPC/HTTP, compile-time reads, and bridge source-TX verification now route through the gateway.
- Real pre/post balance reconciliation + mandatory accounting persistence in live mode; state writes atomic across all backends.

Release notes: https://t.co/Hsj7uBgcP6

[Almanak @almanak]

Join our Discord for the full dev reports and deeper technical breakdown:
https://t.co/71Z2MqAITR

[Almanak @almanak]

Almanak Weekly Update - SDK & Edge

Another big week, packed with improvements and new features.

For everyone building with the SDK: protocol depth, gateway architecture, execution safety, all pushed forward.

Edge is coming soon, too. We improved signal quality, multi-chain coverage, and the full pipeline from raw observations to strategies.

Here’s what we shipped 👇

[Almanak @almanak]

Almanak Edge

A major week for signal architecture, multi-chain coverage, and strategy pipeline quality.

- Whale tracking rebuilt for multi-chain coverage with webhook-first EVM ingestion plus native BSC and Solana adapters
- New Recursive Lending Loop agent using live on-chain rates and real market data
- Track Record v1 shipped with better signal accuracy visibility and cleaner cohorting
- YieldHunter and BribeTracking now run on the new 3-tier signal pipeline
- Profile Builder got a major UX pass plus machine-readable export for downstream handoff
- New PointsFarmingAgent for pre-token program tracking
- Correlation enrichment now replaces duplicate meta-signals in feeds

[Almanak @almanak]

The next generation of Almanak platform is all about end to end strategy development flow.

Users can use $ALMANAK to get access to the platform, and build custom strategies across a wide range of chains and protocols (check out our SDK documentation).

"From crypto to tokenized stocks."

Launching very soon.

[Lars 🛠️🪙 @0xLars_]

We've been heads down for a while.

Here's a glimpse of what we've been building. Signals → strategies → backtests → Deploy. Curated and assisted by agents every step of the way.

From crypto to tokenized stocks. Whether you're bullish $BTC or $NVDA.

Soon.

[Almanak @almanak]

Almanak SDK is now v2.13.0

Expanding derivatives, lending coverage, and token infrastructure across chains.

- PancakeSwap Perps connector on BSC with delta-neutral LP strategy
- Morpho Blue expanded to Monad and Polygon with 5 new markets
- Token resolution overhaul: 2500-token registry, DexScreener fallback, address-based pricing
- 5 new demo strategies: Silo V2, Joe Lend, Euler V2, Lido, GMX V2
- Teardown hardened for production with unified approval channel and fail-closed safety
- TokenRegistry removed (use get_token_resolver())

More coverage across perps, lending, and token resolution, with stronger execution guarantees.

Release notes: https://t.co/uP7i8MbmyG

[Almanak @almanak]

This is one of the better breakdowns on the human vs. agent dynamic we've seen — especially the nuance around prediction markets and lending still being human-led. Well done.

The 43% liquidation stat really drives the point home: it's less about humans being bad traders and more about them lacking the right infrastructure to compete.

Our approach is to give strategists the full stack to simulate, backtest, and deploy on-chain without stitching together 5 fragile tools. Human judgment + agent execution. All coming soon.

[Almanak @almanak]

Almanak SDK v2.12.0 is live

This release expands coverage, improves paper trading fidelity, and strengthens the underlying infrastructure.

- 5 Avalanche lending connectors: Euler V2, Silo V2, Joe Lend, BenQi, plus Euler V2 on Ethereum
- 0G Chain integration with Gimo Finance liquid staking
- Yield-aware paper trading: persistent forks, simulated yield, PnL breakdown, teardown on shutdown
- Dashboard Accounting Phases 1-4: equity curves, traceability, and full accounting data
- OKX OnchainOS portfolio provider + token_funding config for declarative Anvil funding
- 9 new multi-protocol strategies across 6 chains
- 40+ bug fixes across execution, pricing, and reliability

More protocols, better simulation, and stronger execution across chains.

Release notes: https://t.co/BPOrQS5bR0

[Almanak @almanak]

Join our Discord for more details 👇
https://t.co/71Z2MqAITR

[Almanak @almanak]

Almanak Weekly Update - SDK & Edge

Another high-velocity week, as preparations for the full platform release are almost concluded.

We dived deeper into execution, simulation, and multi-chain support in the SDK, while developments on Edge focused on signal quality, yield architecture, and making the signal-to-strategy pipeline more reliable.

Here’s what we shipped this week 👇

[Almanak @almanak]

Almanak Edge

A major week for signal quality and architecture.

- New yield pipeline built around an ingest then promote model for cleaner and more scalable signals
- OKX OnchainOS agents added for X-Layer and multi-chain signal coverage
- Track-record pipeline rebuilt for more reliable signal performance data
- Tiered strategy generation introduced with better validation and lower cost
- Strong improvements in signal routing, scoring, and execution readiness

Edge keeps improving how raw on-chain data turns into high-quality, actionable strategies.