PostgreSQL 19 fixes three long-standing operational headaches. Each fix also introduces exactly one trap that only shows up at production scale.
AI coding agents increased developer throughput in 2026, and median code review time along with it, up 441% in one large dataset. Four independent studies show where the extra work actually goes.
US insurers spent early 2026 rewriting general liability policies to exclude AI agent losses by default. Here is what changed, and what it takes to buy the cover back.
A 2025 UC Berkeley taxonomy of multi-agent LLM failures found 14 distinct failure modes across three categories, and none of them is about model quality.
Quantum error correction hit a real 2026 milestone. TLS key exchange quietly went post-quantum for most web traffic already; signing keys and PKI did not, and that's the part with an actual deadline.
India’s GCCs are set to cross 510,000 jobs in 2026, but the real story is what those jobs have become: nearly two in three now need AI or data skills, and growth is shifting to tier-2 cities.
Four AWS outages hit in eleven weeks in 2026: a data center overheating, a third-party network failure, a software limit, and a hardware routing fault. The standard fix, multi-region, would have caught exactly one.
GitLost and Clinejection got framed as prompt-injection bugs. Both actually trace back to agents holding standing permissions unrelated to the task at hand, and a checklist for closing that gap.
In January 2026, India and the EU agreed to link their trusted lists of certifying authorities. It's real progress on cross-border trust, but it doesn't make a signature automatically valid in the other side's courts.
Three major AI coding tools switched to metered billing in 2026, and one vendor’s 24-hour near-miss on plan access showed how thin the flat fee always was. Here’s what actually drives the bill, and how to budget it.
When Coinbase's ingress gateway failed on 14 July 2026, the path engineers needed to reach their own rollback tooling ran through that same gateway. AWS hit an identical loop nine months earlier.
Bridge and extension rounds now make up close to half of all seed-stage financings. Here's the difference between raising one from a position of strength and raising one because the growth curve already stalled.
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