Validate initData on the backend, check auth_date, authorize each write, and make retries idempotent.
FreeBlock builds Mini Apps around these boundaries: freeblock.dev/en/telegram-...
Validate initData on the backend, check auth_date, authorize each write, and make retries idempotent.
FreeBlock builds Mini Apps around these boundaries: freeblock.dev/en/telegram-...
• read a record
• propose a change
• apply it
For a pilot, keep consequential changes behind review. Test a request the agent must decline—not just one it should complete.
What is outside your agent’s job?
• read a record
• propose a change
• apply it
For a pilot, keep consequential changes behind review. Test a request the agent must decline—not just one it should complete.
What is outside your agent’s job?
Before launch, test:
• delayed confirmations
• duplicate payment events
• failed access delivery
Which step still needs manual work in your product?
FreeBlock builds Web3 integrations: freeblock.dev/en
Before launch, test:
• delayed confirmations
• duplicate payment events
• failed access delivery
Which step still needs manual work in your product?
FreeBlock builds Web3 integrations: freeblock.dev/en
If the goal is real customer communication, the system needs:
a clear job
grounded knowledge
routing logic
memory
human handoff
If the goal is real customer communication, the system needs:
a clear job
grounded knowledge
routing logic
memory
human handoff
OpenAI announced it is shutting down Sora, a viral video generation app. The project had been plagued by problems, including high computing costs, deepfake risks, and content/rights disputes.
OpenAI announced it is shutting down Sora, a viral video generation app. The project had been plagued by problems, including high computing costs, deepfake risks, and content/rights disputes.
Meta is "betting on trillions" in the AI race. Meta has pegged the compensation of key executives to an ultra-aggressive target: a more than sixfold increase in market capitalization to over $9 trillion.
Meta is "betting on trillions" in the AI race. Meta has pegged the compensation of key executives to an ultra-aggressive target: a more than sixfold increase in market capitalization to over $9 trillion.
It begins with understanding the problem, the use case, trust in the model, and how everything fits into the product without hurting UX.
It begins with understanding the problem, the use case, trust in the model, and how everything fits into the product without hurting UX.
For those building a token-based product in the US: uncertainty has diminished. The SEC has issued an interpretation of the application of laws to cryptoassets, and the CFTC has promised coordinated administration.
For those building a token-based product in the US: uncertainty has diminished. The SEC has issued an interpretation of the application of laws to cryptoassets, and the CFTC has promised coordinated administration.