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Σημειώσεις υλοποίησης AI
Το Learn Baciu.com συγκεντρώνει πρακτικό περιεχόμενο για agents, συλλογιστική, ανάκτηση γνώσης, αυτοματοποίηση και ασφαλή λειτουργία συστημάτων AI.
How to scope an AI pilot that survives production
Scope the operating model early: data access, evaluation, escalation, ownership, and release controls.
11/5/2026 · 9 ελάχιστη ανάγνωση
Agentic systemsWhy agentic systems need escalation design
Autonomy without escalation policy turns small errors into operational incidents.
13/5/2026 · 8 ελάχιστη ανάγνωση
Agentic systemsDesigning tool contracts for reliable agent actions
Typed tool interfaces reduce hallucinated actions and make retries safe.
15/5/2026 · 7 ελάχιστη ανάγνωση
Reasoning qualityCounterfactual test suites for reasoning workflows
Test scenario variants before launch to detect brittle reasoning logic.
17/5/2026 · 10 ελάχιστη ανάγνωση
GovernanceEvidence packets for human approval
Approval flows work when reviewers get concise context, not raw transcripts.
19/5/2026 · 6 ελάχιστη ανάγνωση
Retrieval operationsRetrieval freshness SLOs and alerting
Knowledge systems need freshness targets, not just index size metrics.
21/5/2026 · 8 ελάχιστη ανάγνωση
Retrieval operationsPermission-aware citation UX patterns
Show evidence safely without leaking restricted content across teams.
22/5/2026 · 7 ελάχιστη ανάγνωση
Process automationTicket triage architectures for AI support teams
Classify, route, and escalate tickets with predictable queue behavior.
23/5/2026 · 9 ελάχιστη ανάγνωση
Process automationSLA escalation graphs for agentic automation
Model SLA risk explicitly and trigger intervention before breaches happen.
24/5/2026 · 8 ελάχιστη ανάγνωση
Platform operationsModel routing policies for cost and latency control
Route tasks by complexity and risk to balance quality, latency, and budget.
25/5/2026 · 8 ελάχιστη ανάγνωση
Platform operationsObservability signals that matter for AI systems
Focus on decision quality and escalation behavior, not token counts alone.
26/5/2026 · 9 ελάχιστη ανάγνωση
GovernanceRelease gates for prompt and model changes
Treat prompt and model updates like code changes with explicit approvals.
27/5/2026 · 7 ελάχιστη ανάγνωση
Delivery strategyOperating cadences for AI adoption teams
Weekly rituals convert experimentation into accountable delivery.
28/5/2026 · 6 ελάχιστη ανάγνωση
Delivery strategyHandoff patterns from build teams to client operators
Operational ownership transfer should be planned as a product milestone.
29/5/2026 · 8 ελάχιστη ανάγνωση
AI economicsThe economics of production AI programs
Estimate value with baseline volume, cycle time, exception rate, adoption curve, and operating cost instead of generic AI claims.
30/5/2026 · 10 ελάχιστη ανάγνωση
AI economicsBenchmarks that matter after AI go-live
Track resolution share, reviewer load, exception recovery, unit cost, latency, and quality deltas once the system is live.
31/5/2026 · 8 ελάχιστη ανάγνωση