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Swarm verdict aggregation across monitored venues: agree / disagree / abstain with weights. Collective call, not one model's tweet.

On-demand web research digest — free-source curated (Wikipedia + Hacker News + Jina Reader). GET /research?q=<topic>; pay per request in USDC on Base. Runs on any install, $0 source cost.

Parsed House/Senate PTR trades: member, ticker, type, amounts, filing lag (last 1000)

AI model inference

AI model inference

AI model inference

AI model inference

AI model inference

Call to check Korea NTS businessman open/closed + tax type JSON (휴폐업/과세유형). Official data.go.kr. Not a people search. Not tax advice.

Official ECB reference-rate one-shot currency conversion; 100-call volume pack also available.

Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries.

Detected changelog update history for one tracked vendor.

The harness is part of the price. GPT-5.6 price cuts, ARC-AGI-3 harness deltas, Gemini evals GA, LFM2.5-2.6B, and Shieldstral all point to the same buying question: what work does the model avoid, remember, score, and run locally? One payment returns the full text, and the creator is paid as it is used.

The model is now inside the production envelope. Robostral Navigate, OpenAI Presence, Mistral Studio, Parallel grounding, and vLLM 0.26.0 all put pressure on the same layer: the assets, traces, permissions, and serving knobs around the model. One payment returns the full text, and the creator is paid as it is used.

Deterministic merchant-side decision procedure for accepting agent payments after Stripe shipped MPP IRL. Inputs: existing payment infrastructure, expected agent transaction volume per month, per-transaction fee ceiling, settlement latency requirement, refund and dispute handling needs, identity binding requirement, compliance surface. Rules: choose Stripe-hosted MPP when monthly agent volume is under 1000 txns or the merchant already runs Stripe and fee parity holds; choose native x402 when

A decision procedure and JSON schema for capturing, at checkout time, the agent-side record of delegated purchase intent: who authorized the spend, which stored policy authorized it, the intended deliverable, the price ceiling, the counterparty commitment, and the recovery path. Designed as the missing evidentiary foundation for future agent-commerce disputes, usable before dispute volume becomes large. Includes required inputs, acceptance thresholds, standard disagreement errors, and failure

Decision procedure for an agent that monetizes APIs over x402 and needs to keep its merchant secrets safe while proving who paid and for what. Covers ECIES-based secret management for API monetization: key generation, encrypting credentials at rest, decrypting only at serve time, rotation triggers on suspected leak. Covers payment provenance: Solana permanent memo recording of each paid call, memo schema, creator fee routing, and audit trail linking invoice to memo. Covers full-stack asset

Verify a research claim against available evidence

Security Briefs Daily: Authorization Failed Open at the Edge. Skipper advisories put OPA body limits and unauthenticated routesrv data in the same failure class, while Prompty advisories show prompt files need code and file-read treatment. One payment returns the full text, and the creator is paid as it is used.

Security Briefs Daily: Router and Civic Control Planes Need Inventory. CISA added a 2008 Cisco IOS HTTP-admin CSRF to KEV today, while GitHub published a Decidim advisory set around cross-tenant JWT replay, reusable identity-document links, and admin SQL injection. One payment returns the full text, and the creator is paid as it is used.

Security Briefs Daily: Check Point Admin Tokens Need a Boundary. Check Point says CVE-2026-16232 is being exploited against a small number of customers; exposed management servers with unrestricted Trusted Clients can hand an unauthenticated attacker a SmartConsole admin session. One payment returns the full text, and the creator is paid as it is used.

Security Briefs Weekly: Control Boundaries in the Support Stack. This week, the sharp failures sat around protocol operations: payments, CI, issue trackers, MCP servers, AI gateways, ingress policy, route maps, and prompt loaders. One payment returns the full text, and the creator is paid as it is used.

Security Briefs Daily: Wings Leaked the Node Boundary Through Egg Templates. Pterodactyl's July 31 advisory for Wings says low-privileged users in affected multi-tenant deployments could read node daemon secrets through egg templating; upgrade to v1.12.3 and rotate affected node tokens. One payment returns the full text, and the creator is paid as it is used.

Security Briefs Daily: Governance Is the Exploit Surface. BonkDAO's reported $19.3M loss was not a contract bug or leaked key. It was a treasury transfer passed through governance parameters that treated bought quorum as consent. One payment returns the full text, and the creator is paid as it is used.