Trustyu Forge — Artigoshttps://forge.trustyu.ai/en/artigos/2026-08-26T12:00:00Z AI lowers the cost of experimenting; it does not validate your hypothesishttps://forge.trustyu.ai/en/artigos/ia-reduz-o-custo-de-experimentar/2026-08-26T12:00:00Z2026-08-26T12:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/How to use AI to prepare better experiments without promoting a synthetic persona, click, prototype, or opinion into market evidence. From idea to first revenue: P1–P6 for AI-first foundershttps://forge.trustyu.ai/en/artigos/da-ideia-a-primeira-receita/2026-08-24T12:00:00Z2026-08-24T12:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/A six-phase path to turn building speed into evidence of a problem, product, operation, and a real exchange of value. The agent cannot be its own auditorhttps://forge.trustyu.ai/en/artigos/o-agente-nao-pode-ser-seu-proprio-auditor/2026-08-22T12:00:00Z2026-08-22T12:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/How to separate executor, checker, reviewer and approver to use AI in evaluation without creating circular authority or fictitious independence. Fable, Sol, and Terra: what really changed for buildershttps://forge.trustyu.ai/en/artigos/fable-sol-terra-o-que-mudou/2026-08-21T18:00:00Z2026-08-21T18:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/A dated radar of new AI portfolios and a method for choosing by task, risk, cost per outcome, evals, and verifiability. Evidence before adjective: how to defend claims about AI systemshttps://forge.trustyu.ai/en/artigos/evidencia-antes-de-adjetivo/2026-08-20T12:00:00Z2026-08-20T12:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/A practical grammar to link claims to subject, property, mechanism, evidence, verifier, validity and limit of inference. Autonomy proportional to risk: where to delegate to AI and where to keep the human gatehttps://forge.trustyu.ai/en/artigos/autonomia-proporcional-ao-risco/2026-08-18T12:00:00Z2026-08-18T12:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/A method for grading agent authority by effect, reversibility, sensitivity and uncertainty — without confusing capacity with permission. Spec-driven without self-deception: coverage, contract, eval and OpenAPI are not the same proofhttps://forge.trustyu.ai/en/artigos/spec-driven-sem-autoengano/2026-08-16T12:00:00Z2026-08-16T12:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/How to separate specification, contract, test, coverage and eval so that each green supports only the decision it actually verified. From Pilot to Value: Measure Accepted Change, Not Produced Tokenshttps://forge.trustyu.ai/en/artigos/do-piloto-ao-valor/2026-08-14T12:00:00Z2026-08-14T12:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/A practical contract to measure AI pilots by accepted outcomes, quality, flow, total cost, and risk — not by tokens or artifacts. Engineering harness in practice: six plans to transform intention into evidencehttps://forge.trustyu.ai/en/artigos/engineering-harness-na-pratica/2026-08-13T12:00:00Z2026-08-13T12:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/A technical guide for organizing intent, policy, execution, verification, evidence, and feedback around AI agents. AI amplifies the business you already havehttps://forge.trustyu.ai/en/artigos/a-ia-amplifica-a-empresa-que-voce-ja-tem/2026-08-11T22:00:00Z2026-08-11T22:00:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/AI does not transform an organization alone: ​​it enhances clarity, flow and learning — or accelerates ambiguities, queues and rework. After the pyramid: what changes at work when AI performs morehttps://forge.trustyu.ai/en/artigos/depois-da-piramide/2026-08-09T13:35:00Z2026-08-11T18:40:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/AI amplifies execution, but purpose, learning, judgment and accountability depend on how we redesign work. The model is not the system: why powerful AI still needs a harnesshttps://forge.trustyu.ai/en/artigos/o-modelo-nao-e-o-sistema/2026-08-09T13:35:00Z2026-08-11T18:40:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/Models change quickly; reliable results depend on context, tools, policies, verification, evidence and learning. Accountable human, executing AI: the contract that organizes the squadhttps://forge.trustyu.ai/en/artigos/humano-accountable-ia-executora/2026-08-10T12:00:00Z2026-08-11T18:40:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/AI can perform more work without receiving accountability: clear roles, boundaries, verifiers, and evidence preserve accountability. Why Trustyu created FORGE: from a founder's memory to a verifiable systemhttps://forge.trustyu.ai/en/artigos/por-que-a-trustyu-criou-a-forge/2026-08-11T12:00:00Z2026-08-11T18:40:00ZFernando Parreirashttps://forge.trustyu.ai/en/autores/fernando-parreiras/JARVIS's journey to FORGE and the six changes that transformed AI memory, decisions, and execution into a verifiable system.